import pandas as pd
import pandas_profiling
import numpy as np
df=pd.read_csv("../../data/train.csv")
pandas_profiling.ProfileReport(df)
Dataset info
| Number of variables | 371 |
|---|---|
| Number of observations | 76020 |
| Total Missing (%) | 0.0% |
| Total size in memory | 215.8 MiB |
| Average record size in memory | 2.9 KiB |
Variables types
| Numeric | 171 |
|---|---|
| Categorical | 0 |
| Date | 0 |
| Text (Unique) | 0 |
| Rejected | 200 |
Warnings
TARGET has 73012 / 96.0% zerosdelta_imp_amort_var18_1y3 is highly correlated with num_var18 (ρ = 1) Rejecteddelta_imp_amort_var34_1y3 is highly correlated with saldo_var34 (ρ = 0.92468) Rejecteddelta_imp_aport_var13_1y3 has 73948 / 97.3% zerosdelta_imp_aport_var17_1y3 is highly skewed (γ1 = 44.117)delta_imp_aport_var17_1y3 has 75960 / 99.9% zerosdelta_imp_aport_var33_1y3 is highly skewed (γ1 = 275.72)delta_imp_aport_var33_1y3 has 75996 / 100.0% zerosdelta_imp_compra_var44_1y3 is highly skewed (γ1 = 32.91)delta_imp_compra_var44_1y3 has 75918 / 99.9% zerosdelta_imp_reemb_var13_1y3 is highly skewed (γ1 = 44.695)delta_imp_reemb_var13_1y3 has 75982 / 100.0% zerosdelta_imp_reemb_var17_1y3 is highly skewed (γ1 = 61.629)delta_imp_reemb_var17_1y3 has 75999 / 100.0% zerosdelta_imp_reemb_var33_1y3 is highly skewed (γ1 = 275.72)delta_imp_reemb_var33_1y3 has 76019 / 100.0% zerosdelta_imp_trasp_var17_in_1y3 is highly skewed (γ1 = 137.85)delta_imp_trasp_var17_in_1y3 has 76014 / 100.0% zerosdelta_imp_trasp_var17_out_1y3 is highly skewed (γ1 = 137.85)delta_imp_trasp_var17_out_1y3 has 76016 / 100.0% zerosdelta_imp_trasp_var33_in_1y3 is highly skewed (γ1 = 123.29)delta_imp_trasp_var33_in_1y3 has 76009 / 100.0% zerosdelta_imp_trasp_var33_out_1y3 is highly skewed (γ1 = 275.72)delta_imp_trasp_var33_out_1y3 has 76019 / 100.0% zerosdelta_imp_venta_var44_1y3 is highly skewed (γ1 = 42.51)delta_imp_venta_var44_1y3 has 75975 / 99.9% zerosdelta_num_aport_var13_1y3 is highly correlated with delta_imp_aport_var13_1y3 (ρ = 1) Rejecteddelta_num_aport_var17_1y3 is highly correlated with delta_imp_aport_var17_1y3 (ρ = 1) Rejecteddelta_num_aport_var33_1y3 is highly correlated with delta_imp_aport_var33_1y3 (ρ = 1) Rejecteddelta_num_compra_var44_1y3 is highly correlated with delta_imp_compra_var44_1y3 (ρ = 1) Rejecteddelta_num_reemb_var13_1y3 is highly correlated with delta_imp_reemb_var13_1y3 (ρ = 1) Rejecteddelta_num_reemb_var17_1y3 is highly correlated with delta_imp_reemb_var17_1y3 (ρ = 1) Rejecteddelta_num_reemb_var33_1y3 is highly correlated with delta_imp_reemb_var33_1y3 (ρ = 1) Rejecteddelta_num_trasp_var17_in_1y3 is highly correlated with delta_imp_trasp_var17_in_1y3 (ρ = 1) Rejecteddelta_num_trasp_var17_out_1y3 is highly correlated with delta_imp_trasp_var17_out_1y3 (ρ = 1) Rejecteddelta_num_trasp_var33_in_1y3 is highly correlated with delta_imp_trasp_var33_in_1y3 (ρ = 1) Rejecteddelta_num_trasp_var33_out_1y3 is highly correlated with delta_imp_trasp_var33_out_1y3 (ρ = 1) Rejecteddelta_num_venta_var44_1y3 is highly correlated with delta_imp_venta_var44_1y3 (ρ = 1) Rejectedimp_amort_var18_hace3 has constant value 0 Rejectedimp_amort_var18_ult1 is highly correlated with saldo_var18 (ρ = 0.9998) Rejectedimp_amort_var34_hace3 has constant value 0 Rejectedimp_amort_var34_ult1 is highly correlated with saldo_var34 (ρ = 0.98908) Rejectedimp_aport_var13_hace3 has 74314 / 97.8% zerosimp_aport_var13_ult1 is highly skewed (γ1 = 23.906)imp_aport_var13_ult1 has 75619 / 99.5% zerosimp_aport_var17_hace3 is highly correlated with saldo_var31 (ρ = 0.95585) Rejectedimp_aport_var17_ult1 is highly skewed (γ1 = 123.53)imp_aport_var17_ult1 has 75976 / 99.9% zerosimp_aport_var33_hace3 is highly skewed (γ1 = 99.429)imp_aport_var33_hace3 has 75997 / 100.0% zerosimp_aport_var33_ult1 is highly skewed (γ1 = 160.27)imp_aport_var33_ult1 has 76013 / 100.0% zerosimp_compra_var44_hace3 is highly skewed (γ1 = 124.56)imp_compra_var44_hace3 has 75988 / 100.0% zerosimp_compra_var44_ult1 is highly skewed (γ1 = 218.69)imp_compra_var44_ult1 has 75936 / 99.9% zerosimp_ent_var16_ult1 is highly skewed (γ1 = 67.268)imp_ent_var16_ult1 has 72301 / 95.1% zerosimp_op_var39_comer_ult1 has 66075 / 86.9% zerosimp_op_var39_comer_ult3 has 64330 / 84.6% zerosimp_op_var39_efect_ult1 is highly correlated with imp_op_var41_efect_ult1 (ρ = 0.99838) Rejectedimp_op_var39_efect_ult3 is highly correlated with imp_op_var41_efect_ult3 (ρ = 0.99927) Rejectedimp_op_var39_ult1 is highly correlated with imp_op_var41_ult1 (ρ = 0.9911) Rejectedimp_op_var40_comer_ult1 is highly skewed (γ1 = 45.835)imp_op_var40_comer_ult1 has 75725 / 99.6% zerosimp_op_var40_comer_ult3 is highly skewed (γ1 = 38.672)imp_op_var40_comer_ult3 has 75672 / 99.5% zerosimp_op_var40_efect_ult1 is highly skewed (γ1 = 149.53)imp_op_var40_efect_ult1 has 75982 / 100.0% zerosimp_op_var40_efect_ult3 is highly skewed (γ1 = 112.95)imp_op_var40_efect_ult3 has 75975 / 99.9% zerosimp_op_var40_ult1 is highly skewed (γ1 = 52.578)imp_op_var40_ult1 has 75791 / 99.7% zerosimp_op_var41_comer_ult1 is highly correlated with imp_op_var39_comer_ult1 (ρ = 0.96178) Rejectedimp_op_var41_comer_ult3 is highly correlated with imp_op_var39_comer_ult3 (ρ = 0.95984) Rejectedimp_op_var41_efect_ult1 is highly skewed (γ1 = 36.667)imp_op_var41_efect_ult1 has 69336 / 91.2% zerosimp_op_var41_efect_ult3 is highly skewed (γ1 = 61.995)imp_op_var41_efect_ult3 has 67372 / 88.6% zerosimp_op_var41_ult1 is highly skewed (γ1 = 20.997)imp_op_var41_ult1 has 64388 / 84.7% zerosimp_reemb_var13_hace3 has constant value 0 Rejectedimp_reemb_var13_ult1 is highly skewed (γ1 = 91.935)imp_reemb_var13_ult1 has 75982 / 100.0% zerosimp_reemb_var17_hace3 is highly skewed (γ1 = 275.72)imp_reemb_var17_hace3 has 76019 / 100.0% zerosimp_reemb_var17_ult1 is highly skewed (γ1 = 116.69)imp_reemb_var17_ult1 has 76000 / 100.0% zerosimp_reemb_var33_hace3 has constant value 0 Rejectedimp_reemb_var33_ult1 is highly correlated with delta_num_reemb_var33_1y3 (ρ = 1) Rejectedimp_sal_var16_ult1 is highly skewed (γ1 = 181.05)imp_sal_var16_ult1 has 75924 / 99.9% zerosimp_trans_var37_ult1 is highly skewed (γ1 = 36.319)imp_trans_var37_ult1 has 66190 / 87.1% zerosimp_trasp_var17_in_hace3 is highly skewed (γ1 = 225.27)imp_trasp_var17_in_hace3 has 76018 / 100.0% zerosimp_trasp_var17_in_ult1 is highly skewed (γ1 = 245.25)imp_trasp_var17_in_ult1 has 76016 / 100.0% zerosimp_trasp_var17_out_hace3 has constant value 0 Rejectedimp_trasp_var17_out_ult1 is highly skewed (γ1 = 194.39)imp_trasp_var17_out_ult1 has 76016 / 100.0% zerosimp_trasp_var33_in_hace3 is highly skewed (γ1 = 122.85)imp_trasp_var33_in_hace3 has 76014 / 100.0% zerosimp_trasp_var33_in_ult1 is highly skewed (γ1 = 215.45)imp_trasp_var33_in_ult1 has 76015 / 100.0% zerosimp_trasp_var33_out_hace3 has constant value 0 Rejectedimp_trasp_var33_out_ult1 is highly correlated with delta_num_trasp_var33_out_1y3 (ρ = 1) Rejectedimp_var43_emit_ult1 is highly skewed (γ1 = 35.436)imp_var43_emit_ult1 has 70958 / 93.3% zerosimp_var7_emit_ult1 is highly skewed (γ1 = 244.22)imp_var7_emit_ult1 has 76017 / 100.0% zerosimp_var7_recib_ult1 is highly skewed (γ1 = 91.595)imp_var7_recib_ult1 has 75815 / 99.7% zerosimp_venta_var44_hace3 is highly skewed (γ1 = 238.7)imp_venta_var44_hace3 has 76017 / 100.0% zerosimp_venta_var44_ult1 is highly correlated with imp_compra_var44_ult1 (ρ = 0.97841) Rejectedind_var1 has 75734 / 99.6% zerosind_var10_ult1 has 69872 / 91.9% zerosind_var10cte_ult1 is highly correlated with ind_var10_ult1 (ρ = 0.931) Rejectedind_var12 has 72564 / 95.5% zerosind_var12_0 has 70887 / 93.2% zerosind_var13 is highly correlated with ind_var13_0 (ρ = 0.98584) Rejectedind_var13_0 has 72048 / 94.8% zerosind_var13_corto is highly correlated with ind_var13_corto_0 (ρ = 0.9821) Rejectedind_var13_corto_0 is highly correlated with ind_var13_0 (ρ = 0.90208) Rejectedind_var13_largo is highly correlated with ind_var13_largo_0 (ρ = 0.99147) Rejectedind_var13_largo_0 has 75247 / 99.0% zerosind_var13_medio is highly correlated with ind_var13_medio_0 (ρ = 1) Rejectedind_var13_medio_0 is highly skewed (γ1 = 194.96)ind_var13_medio_0 has 76018 / 100.0% zerosind_var14 has 75617 / 99.5% zerosind_var14_0 has 74222 / 97.6% zerosind_var17 is highly skewed (γ1 = 26.232)ind_var17 has 75910 / 99.9% zerosind_var17_0 is highly skewed (γ1 = 23.493)ind_var17_0 has 75883 / 99.8% zerosind_var18 is highly correlated with ind_var18_0 (ρ = 1) Rejectedind_var18_0 is highly skewed (γ1 = 194.96)ind_var18_0 has 76018 / 100.0% zerosind_var19 has 75701 / 99.6% zerosind_var1_0 has 75149 / 98.9% zerosind_var2 has constant value 0 Rejectedind_var20 has 75815 / 99.7% zerosind_var20_0 has 75744 / 99.6% zerosind_var24 is highly correlated with ind_var24_0 (ρ = 0.94338) Rejectedind_var24_0 has 72799 / 95.8% zerosind_var25 is highly correlated with ind_var25_0 (ρ = 1) Rejectedind_var25_0 is highly correlated with ind_var26 (ρ = 0.979) Rejectedind_var25_cte has 74011 / 97.4% zerosind_var26 is highly correlated with ind_var26_cte (ρ = 0.94412) Rejectedind_var26_0 is highly correlated with ind_var25_cte (ρ = 0.92447) Rejectedind_var26_cte is highly correlated with ind_var26_0 (ρ = 0.94412) Rejectedind_var27 has constant value 0 Rejectedind_var27_0 has constant value 0 Rejectedind_var28 has constant value 0 Rejectedind_var28_0 has constant value 0 Rejectedind_var29 is highly correlated with ind_var6 (ρ = 1) Rejectedind_var29_0 is highly correlated with ind_var6_0 (ρ = 1) Rejectedind_var2_0 has constant value 0 Rejectedind_var30 has 20310 / 26.7% zerosind_var31 is highly correlated with ind_var31_0 (ρ = 0.92625) Rejectedind_var31_0 has 75695 / 99.6% zerosind_var32 is highly correlated with ind_var32_0 (ρ = 1) Rejectedind_var32_0 is highly correlated with ind_var32_cte (ρ = 0.94403) Rejectedind_var32_cte is highly skewed (γ1 = 28.694)ind_var32_cte has 75928 / 99.9% zerosind_var33 is highly correlated with ind_var33_0 (ρ = 0.91761) Rejectedind_var33_0 is highly skewed (γ1 = 36.479)ind_var33_0 has 75963 / 99.9% zerosind_var34 is highly correlated with ind_var34_0 (ρ = 1) Rejectedind_var34_0 is highly skewed (γ1 = 194.96)ind_var34_0 has 76018 / 100.0% zerosind_var37 is highly correlated with ind_var37_0 (ρ = 1) Rejectedind_var37_0 is highly correlated with ind_var37_cte (ρ = 0.9465) Rejectedind_var37_cte has 70524 / 92.8% zerosind_var39 is highly correlated with ind_var40 (ρ = 1) Rejectedind_var39_0 has 9065 / 11.9% zerosind_var40 is highly correlated with ind_var1 (ρ = 0.99472) Rejectedind_var40_0 is highly correlated with ind_var1_0 (ρ = 0.99826) Rejectedind_var41 has constant value 0 Rejectedind_var41_0 is highly correlated with ind_var39_0 (ρ = 0.98956) Rejectedind_var43_emit_ult1 has 70958 / 93.3% zerosind_var43_recib_ult1 has 66190 / 87.1% zerosind_var44 is highly correlated with ind_var44_0 (ρ = 0.9497) Rejectedind_var44_0 is highly skewed (γ1 = 22.992)ind_var44_0 has 75877 / 99.8% zerosind_var46 has constant value 0 Rejectedind_var46_0 has constant value 0 Rejectedind_var5 has 25561 / 33.6% zerosind_var5_0 has 3191 / 4.2% zerosind_var6 is highly skewed (γ1 = 194.96)ind_var6 has 76018 / 100.0% zerosind_var6_0 is highly skewed (γ1 = 97.467)ind_var6_0 has 76012 / 100.0% zerosind_var7_emit_ult1 is highly skewed (γ1 = 159.18)ind_var7_emit_ult1 has 76017 / 100.0% zerosind_var7_recib_ult1 has 75815 / 99.7% zerosind_var8 is highly correlated with ind_var8_0 (ρ = 0.93123) Rejectedind_var8_0 has 73524 / 96.7% zerosind_var9_cte_ult1 is highly correlated with ind_var10cte_ult1 (ρ = 0.97286) Rejectedind_var9_ult1 is highly correlated with ind_var9_cte_ult1 (ρ = 0.93608) Rejectednum_aport_var13_hace3 has 74314 / 97.8% zerosnum_aport_var13_ult1 is highly skewed (γ1 = 34.85)num_aport_var13_ult1 has 75619 / 99.5% zerosnum_aport_var17_hace3 is highly skewed (γ1 = 85.757)num_aport_var17_hace3 has 75998 / 100.0% zerosnum_aport_var17_ult1 is highly skewed (γ1 = 72.414)num_aport_var17_ult1 has 75976 / 99.9% zerosnum_aport_var33_hace3 is highly skewed (γ1 = 97.663)num_aport_var33_hace3 has 75997 / 100.0% zerosnum_aport_var33_ult1 is highly skewed (γ1 = 122.06)num_aport_var33_ult1 has 76013 / 100.0% zerosnum_compra_var44_hace3 is highly skewed (γ1 = 63.058)num_compra_var44_hace3 has 75988 / 100.0% zerosnum_compra_var44_ult1 is highly skewed (γ1 = 67.127)num_compra_var44_ult1 has 75936 / 99.9% zerosnum_ent_var16_ult1 has 72301 / 95.1% zerosnum_med_var22_ult3 is highly correlated with num_var22_ult3 (ρ = 0.9484) Rejectednum_med_var45_ult3 has 51408 / 67.6% zerosnum_meses_var12_ult3 is highly correlated with num_var12 (ρ = 0.94489) Rejectednum_meses_var13_corto_ult3 is highly correlated with num_var13_corto (ρ = 0.95625) Rejectednum_meses_var13_largo_ult3 has 75477 / 99.3% zerosnum_meses_var13_medio_ult3 is highly correlated with num_var13_medio (ρ = 1) Rejectednum_meses_var17_ult3 is highly correlated with ind_var17 (ρ = 0.90774) Rejectednum_meses_var29_ult3 is highly skewed (γ1 = 136.84)num_meses_var29_ult3 has 76015 / 100.0% zerosnum_meses_var33_ult3 is highly correlated with num_var33 (ρ = 0.9284) Rejectednum_meses_var39_vig_ult3 has 10164 / 13.4% zerosnum_meses_var44_ult3 is highly correlated with num_var44_0 (ρ = 0.93529) Rejectednum_meses_var5_ult3 is highly correlated with num_var5 (ρ = 0.90327) Rejectednum_meses_var8_ult3 is highly correlated with num_var8 (ρ = 0.91753) Rejectednum_op_var39_comer_ult1 is highly correlated with num_op_var39_ult1 (ρ = 0.93172) Rejectednum_op_var39_comer_ult3 is highly correlated with num_op_var39_comer_ult1 (ρ = 0.9177) Rejectednum_op_var39_efect_ult1 is highly correlated with num_op_var41_efect_ult3 (ρ = 0.90216) Rejectednum_op_var39_efect_ult3 is highly correlated with num_op_var39_efect_ult1 (ρ = 0.90325) Rejectednum_op_var39_hace2 is highly correlated with num_op_var41_hace2 (ρ = 0.9926) Rejectednum_op_var39_hace3 is highly correlated with num_op_var41_hace3 (ρ = 0.98912) Rejectednum_op_var39_ult1 is highly correlated with num_op_var41_ult3 (ρ = 0.92252) Rejectednum_op_var39_ult3 is highly correlated with num_op_var39_ult1 (ρ = 0.93546) Rejectednum_op_var40_comer_ult1 is highly skewed (γ1 = 55.374)num_op_var40_comer_ult1 has 75725 / 99.6% zerosnum_op_var40_comer_ult3 is highly correlated with num_op_var40_comer_ult1 (ρ = 0.90001) Rejectednum_op_var40_efect_ult1 is highly skewed (γ1 = 101.23)num_op_var40_efect_ult1 has 75982 / 100.0% zerosnum_op_var40_efect_ult3 is highly skewed (γ1 = 83.761)num_op_var40_efect_ult3 has 75975 / 99.9% zerosnum_op_var40_hace2 is highly skewed (γ1 = 78.209)num_op_var40_hace2 has 75918 / 99.9% zerosnum_op_var40_hace3 is highly skewed (γ1 = 249.06)num_op_var40_hace3 has 76013 / 100.0% zerosnum_op_var40_ult1 is highly skewed (γ1 = 67.99)num_op_var40_ult1 has 75791 / 99.7% zerosnum_op_var40_ult3 is highly correlated with num_op_var40_ult1 (ρ = 0.95596) Rejectednum_op_var41_comer_ult1 is highly correlated with num_op_var39_comer_ult1 (ρ = 0.97352) Rejectednum_op_var41_comer_ult3 is highly correlated with num_op_var41_comer_ult1 (ρ = 0.91944) Rejectednum_op_var41_efect_ult1 has 69336 / 91.2% zerosnum_op_var41_efect_ult3 is highly correlated with num_op_var41_efect_ult1 (ρ = 0.90325) Rejectednum_op_var41_hace2 has 67679 / 89.0% zerosnum_op_var41_hace3 is highly skewed (γ1 = 25.824)num_op_var41_hace3 has 75044 / 98.7% zerosnum_op_var41_ult1 has 64388 / 84.7% zerosnum_op_var41_ult3 is highly correlated with num_op_var41_ult1 (ρ = 0.93425) Rejectednum_reemb_var13_hace3 has constant value 0 Rejectednum_reemb_var13_ult1 is highly correlated with delta_num_reemb_var13_1y3 (ρ = 1) Rejectednum_reemb_var17_hace3 is highly correlated with imp_reemb_var17_hace3 (ρ = 1) Rejectednum_reemb_var17_ult1 is highly skewed (γ1 = 149.27)num_reemb_var17_ult1 has 76000 / 100.0% zerosnum_reemb_var33_hace3 has constant value 0 Rejectednum_reemb_var33_ult1 is highly correlated with imp_reemb_var33_ult1 (ρ = 1) Rejectednum_sal_var16_ult1 is highly skewed (γ1 = 42.773)num_sal_var16_ult1 has 75924 / 99.9% zerosnum_trasp_var11_ult1 is highly skewed (γ1 = 23.013)num_trasp_var11_ult1 has 74384 / 97.8% zerosnum_trasp_var17_in_hace3 is highly correlated with imp_trasp_var17_in_hace3 (ρ = 0.99975) Rejectednum_trasp_var17_in_ult1 is highly correlated with delta_num_trasp_var17_in_1y3 (ρ = 1) Rejectednum_trasp_var17_out_hace3 has constant value 0 Rejectednum_trasp_var17_out_ult1 is highly correlated with delta_num_trasp_var17_out_1y3 (ρ = 1) Rejectednum_trasp_var33_in_hace3 is highly correlated with imp_trasp_var33_in_hace3 (ρ = 0.96972) Rejectednum_trasp_var33_in_ult1 is highly correlated with delta_num_trasp_var33_in_1y3 (ρ = 0.94868) Rejectednum_trasp_var33_out_hace3 has constant value 0 Rejectednum_trasp_var33_out_ult1 is highly correlated with imp_trasp_var33_out_ult1 (ρ = 1) Rejectednum_var1 is highly correlated with ind_var39 (ρ = 0.99304) Rejectednum_var12 is highly correlated with ind_var24 (ρ = 0.90353) Rejectednum_var12_0 is highly skewed (γ1 = 28.073)num_var12_0 has 70887 / 93.2% zerosnum_var13 is highly correlated with num_var13_0 (ρ = 0.97792) Rejectednum_var13_0 is highly correlated with ind_var13 (ρ = 0.94574) Rejectednum_var13_corto is highly correlated with num_var13_corto_0 (ρ = 0.97678) Rejectednum_var13_corto_0 is highly correlated with ind_var13_corto (ρ = 0.97648) Rejectednum_var13_largo is highly correlated with num_var13_largo_0 (ρ = 0.97917) Rejectednum_var13_largo_0 is highly correlated with ind_var13_largo (ρ = 0.90496) Rejectednum_var13_medio is highly correlated with num_var13_medio_0 (ρ = 1) Rejectednum_var13_medio_0 is highly correlated with ind_var13_medio (ρ = 1) Rejectednum_var14 is highly correlated with ind_var14 (ρ = 0.98588) Rejectednum_var14_0 is highly skewed (γ1 = 81.541)num_var14_0 has 74222 / 97.6% zerosnum_var17 is highly skewed (γ1 = 46.416)num_var17 has 75910 / 99.9% zerosnum_var17_0 is highly skewed (γ1 = 47.384)num_var17_0 has 75883 / 99.8% zerosnum_var18 is highly correlated with num_var18_0 (ρ = 1) Rejectednum_var18_0 is highly correlated with ind_var18 (ρ = 1) Rejectednum_var1_0 is highly correlated with ind_var40_0 (ρ = 0.99711) Rejectednum_var20 is highly correlated with ind_var20 (ρ = 1) Rejectednum_var20_0 is highly correlated with ind_var20_0 (ρ = 1) Rejectednum_var22_hace2 has 60541 / 79.6% zerosnum_var22_hace3 has 61880 / 81.4% zerosnum_var22_ult1 has 67953 / 89.4% zerosnum_var22_ult3 has 49954 / 65.7% zerosnum_var24 is highly correlated with num_var24_0 (ρ = 0.94198) Rejectednum_var24_0 is highly correlated with ind_var24 (ρ = 0.94148) Rejectednum_var25 is highly correlated with num_var25_0 (ρ = 1) Rejectednum_var25_0 is highly correlated with num_var26 (ρ = 0.97499) Rejectednum_var26 is highly correlated with num_var26_0 (ρ = 1) Rejectednum_var26_0 has 74147 / 97.5% zerosnum_var27 has constant value 0 Rejectednum_var27_0 has constant value 0 Rejectednum_var28 has constant value 0 Rejectednum_var28_0 has constant value 0 Rejectednum_var29 is highly correlated with num_var6 (ρ = 1) Rejectednum_var29_0 is highly correlated with num_var6_0 (ρ = 1) Rejectednum_var2_0_ult1 has constant value 0 Rejectednum_var2_ult1 has constant value 0 Rejectednum_var30 has 20310 / 26.7% zerosnum_var31 is highly skewed (γ1 = 34.384)num_var31 has 75741 / 99.6% zerosnum_var31_0 is highly correlated with num_var17_0 (ρ = 0.91166) Rejectednum_var32 is highly correlated with num_var32_0 (ρ = 1) Rejectednum_var32_0 is highly correlated with ind_var32 (ρ = 0.91981) Rejectednum_var33 is highly correlated with num_var33_0 (ρ = 0.90493) Rejectednum_var33_0 is highly correlated with ind_var33_0 (ρ = 0.92298) Rejectednum_var34 is highly correlated with num_var34_0 (ρ = 1) Rejectednum_var34_0 is highly correlated with ind_var34 (ρ = 1) Rejectednum_var35 is highly correlated with num_var4 (ρ = 0.98313) Rejectednum_var37 is highly correlated with num_var37_0 (ρ = 1) Rejectednum_var37_0 is highly correlated with num_var37_med_ult2 (ρ = 0.92619) Rejectednum_var37_med_ult2 has 72452 / 95.3% zerosnum_var39 is highly correlated with num_var40 (ρ = 1) Rejectednum_var39_0 has 9065 / 11.9% zerosnum_var4 has 19528 / 25.7% zerosnum_var40 is highly correlated with num_var1 (ρ = 0.99304) Rejectednum_var40_0 is highly correlated with num_var1_0 (ρ = 0.99769) Rejectednum_var41 has constant value 0 Rejectednum_var41_0 is highly correlated with num_var39_0 (ρ = 0.95018) Rejectednum_var42 has 21908 / 28.8% zerosnum_var42_0 is highly correlated with num_var12_0 (ρ = 0.90809) Rejectednum_var43_emit_ult1 has 70958 / 93.3% zerosnum_var43_recib_ult1 has 66190 / 87.1% zerosnum_var44 is highly correlated with num_var44_0 (ρ = 0.94717) Rejectednum_var44_0 is highly correlated with ind_var44 (ρ = 0.94717) Rejectednum_var45_hace2 is highly correlated with num_med_var45_ult3 (ρ = 0.90812) Rejectednum_var45_hace3 has 50663 / 66.6% zerosnum_var45_ult1 has 54392 / 71.5% zerosnum_var45_ult3 is highly correlated with num_var45_hace2 (ρ = 0.90996) Rejectednum_var46 has constant value 0 Rejectednum_var46_0 has constant value 0 Rejectednum_var5 is highly correlated with ind_var5 (ρ = 0.99371) Rejectednum_var5_0 is highly correlated with ind_var5_0 (ρ = 0.92278) Rejectednum_var6 is highly correlated with ind_var29 (ρ = 1) Rejectednum_var6_0 is highly correlated with ind_var29_0 (ρ = 1) Rejectednum_var7_emit_ult1 is highly correlated with ind_var7_emit_ult1 (ρ = 1) Rejectednum_var7_recib_ult1 is highly skewed (γ1 = 36.793)num_var7_recib_ult1 has 75815 / 99.7% zerosnum_var8 is highly correlated with num_var8_0 (ρ = 0.9311) Rejectednum_var8_0 is highly correlated with ind_var8 (ρ = 0.9311) Rejectednum_venta_var44_hace3 is highly correlated with imp_venta_var44_hace3 (ρ = 0.90763) Rejectednum_venta_var44_ult1 is highly skewed (γ1 = 93.224)num_venta_var44_ult1 has 75976 / 99.9% zerossaldo_medio_var12_hace2 is highly skewed (γ1 = 26.357)saldo_medio_var12_hace2 has 73024 / 96.1% zerossaldo_medio_var12_hace3 is highly skewed (γ1 = 28.711)saldo_medio_var12_hace3 has 74734 / 98.3% zerossaldo_medio_var12_ult1 is highly correlated with saldo_medio_var12_hace2 (ρ = 0.91687) Rejectedsaldo_medio_var12_ult3 is highly correlated with saldo_medio_var12_ult1 (ρ = 0.98594) Rejectedsaldo_medio_var13_corto_hace2 has 73047 / 96.1% zerossaldo_medio_var13_corto_hace3 is highly skewed (γ1 = 20.953)saldo_medio_var13_corto_hace3 has 74657 / 98.2% zerossaldo_medio_var13_corto_ult1 is highly correlated with saldo_medio_var13_corto_hace2 (ρ = 0.91928) Rejectedsaldo_medio_var13_corto_ult3 is highly correlated with saldo_medio_var13_corto_ult1 (ρ = 0.98837) Rejectedsaldo_medio_var13_largo_hace2 is highly skewed (γ1 = 25.083)saldo_medio_var13_largo_hace2 has 75532 / 99.4% zerossaldo_medio_var13_largo_hace3 is highly skewed (γ1 = 53.563)saldo_medio_var13_largo_hace3 has 75722 / 99.6% zerossaldo_medio_var13_largo_ult1 is highly correlated with saldo_medio_var13_largo_hace2 (ρ = 0.91773) Rejectedsaldo_medio_var13_largo_ult3 is highly correlated with saldo_medio_var13_largo_ult1 (ρ = 0.98706) Rejectedsaldo_medio_var13_medio_hace2 is highly correlated with num_meses_var13_medio_ult3 (ρ = 0.98717) Rejectedsaldo_medio_var13_medio_hace3 has constant value 0 Rejectedsaldo_medio_var13_medio_ult1 is highly correlated with saldo_medio_var13_medio_hace2 (ρ = 0.94487) Rejectedsaldo_medio_var13_medio_ult3 is highly correlated with saldo_medio_var13_medio_ult1 (ρ = 0.99701) Rejectedsaldo_medio_var17_hace2 is highly correlated with imp_aport_var17_hace3 (ρ = 0.99594) Rejectedsaldo_medio_var17_hace3 is highly correlated with saldo_medio_var17_hace2 (ρ = 0.99366) Rejectedsaldo_medio_var17_ult1 is highly correlated with saldo_medio_var17_hace3 (ρ = 0.97149) Rejectedsaldo_medio_var17_ult3 is highly correlated with saldo_medio_var17_ult1 (ρ = 0.9973) Rejectedsaldo_medio_var29_hace2 is highly skewed (γ1 = 224.55)saldo_medio_var29_hace2 has 76016 / 100.0% zerossaldo_medio_var29_hace3 is highly skewed (γ1 = 275.72)saldo_medio_var29_hace3 has 76019 / 100.0% zerossaldo_medio_var29_ult1 is highly correlated with saldo_var29 (ρ = 0.94144) Rejectedsaldo_medio_var29_ult3 is highly correlated with saldo_medio_var29_ult1 (ρ = 0.95024) Rejectedsaldo_medio_var33_hace2 is highly skewed (γ1 = 74.059)saldo_medio_var33_hace2 has 75977 / 99.9% zerossaldo_medio_var33_hace3 is highly skewed (γ1 = 120.88)saldo_medio_var33_hace3 has 75996 / 100.0% zerossaldo_medio_var33_ult1 is highly correlated with saldo_var33 (ρ = 0.99863) Rejectedsaldo_medio_var33_ult3 is highly correlated with saldo_medio_var33_ult1 (ρ = 0.99203) Rejectedsaldo_medio_var44_hace2 is highly skewed (γ1 = 151.92)saldo_medio_var44_hace2 has 75921 / 99.9% zerossaldo_medio_var44_hace3 is highly skewed (γ1 = 120.07)saldo_medio_var44_hace3 has 75988 / 100.0% zerossaldo_medio_var44_ult1 is highly correlated with saldo_var44 (ρ = 0.91022) Rejectedsaldo_medio_var44_ult3 is highly correlated with saldo_medio_var44_ult1 (ρ = 0.96817) Rejectedsaldo_medio_var5_hace2 is highly skewed (γ1 = 22.401)saldo_medio_var5_hace2 has 23241 / 30.6% zerossaldo_medio_var5_hace3 is highly skewed (γ1 = 70.032)saldo_medio_var5_hace3 has 29637 / 39.0% zerossaldo_medio_var5_ult1 is highly skewed (γ1 = 25.975)saldo_medio_var5_ult1 has 24664 / 32.4% zerossaldo_medio_var5_ult3 is highly skewed (γ1 = 26.621)saldo_medio_var5_ult3 has 24664 / 32.4% zerossaldo_medio_var8_hace2 is highly skewed (γ1 = 69.756)saldo_medio_var8_hace2 has 74628 / 98.2% zerossaldo_medio_var8_hace3 is highly skewed (γ1 = 106.21)saldo_medio_var8_hace3 has 75536 / 99.4% zerossaldo_medio_var8_ult1 is highly correlated with saldo_var8 (ρ = 0.92552) Rejectedsaldo_medio_var8_ult3 is highly correlated with saldo_medio_var8_ult1 (ρ = 0.94698) Rejectedsaldo_var1 is highly skewed (γ1 = 271.72)saldo_var1 has 75734 / 99.6% zerossaldo_var12 has 72564 / 95.5% zerossaldo_var13 has 72154 / 94.9% zerossaldo_var13_corto has 72867 / 95.9% zerossaldo_var13_largo is highly skewed (γ1 = 22.53)saldo_var13_largo has 75260 / 99.0% zerossaldo_var13_medio is highly skewed (γ1 = 248.82)saldo_var13_medio has 76018 / 100.0% zerossaldo_var14 is highly skewed (γ1 = 93.593)saldo_var14 has 75617 / 99.5% zerossaldo_var17 is highly skewed (γ1 = 258.44)saldo_var17 has 75910 / 99.9% zerossaldo_var18 is highly correlated with saldo_var1 (ρ = 0.99986) Rejectedsaldo_var20 is highly skewed (γ1 = 163.86)saldo_var20 has 75815 / 99.7% zerossaldo_var24 is highly correlated with saldo_var12 (ρ = 0.99693) Rejectedsaldo_var25 is highly correlated with saldo_var26 (ρ = 0.98523) Rejectedsaldo_var26 is highly skewed (γ1 = 30.322)saldo_var26 has 74147 / 97.5% zerossaldo_var27 has constant value 0 Rejectedsaldo_var28 has constant value 0 Rejectedsaldo_var29 is highly correlated with saldo_var6 (ρ = 1) Rejectedsaldo_var2_ult1 has constant value 0 Rejectedsaldo_var30 has 20310 / 26.7% zerossaldo_var31 is highly correlated with saldo_var17 (ρ = 0.97402) Rejectedsaldo_var32 is highly skewed (γ1 = 50.927)saldo_var32 has 75938 / 99.9% zerossaldo_var33 is highly skewed (γ1 = 106.97)saldo_var33 has 75972 / 99.9% zerossaldo_var34 is highly correlated with num_var34 (ρ = 0.92468) Rejectedsaldo_var37 is highly skewed (γ1 = 70.206)saldo_var37 has 71059 / 93.5% zerossaldo_var40 is highly skewed (γ1 = 42.157)saldo_var40 has 75737 / 99.6% zerossaldo_var41 has constant value 0 Rejectedsaldo_var42 is highly correlated with saldo_var24 (ρ = 0.97527) Rejectedsaldo_var44 is highly skewed (γ1 = 98.928)saldo_var44 has 75891 / 99.8% zerossaldo_var46 has constant value 0 Rejectedsaldo_var5 is highly skewed (γ1 = 26.986)saldo_var5 has 25561 / 33.6% zerossaldo_var6 is highly correlated with num_var29 (ρ = 0.97243) Rejectedsaldo_var8 is highly skewed (γ1 = 53.51)saldo_var8 has 73846 / 97.1% zerosvar21 is highly skewed (γ1 = 20.538)var21 has 75152 / 98.9% zerosvar3 is highly skewed (γ1 = -25.542)var38 is highly skewed (γ1 = 51.275)ID
Numeric
| Distinct count | 76020 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 75964 |
|---|---|
| Minimum | 1 |
| Maximum | 151838 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7632 |
| Q1 | 38105 |
| Median | 76043 |
| Q3 | 113750 |
| 95-th percentile | 144220 |
| Maximum | 151838 |
| Range | 151837 |
| Interquartile range | 75644 |
Descriptive statistics
| Standard deviation | 43782 |
|---|---|
| Coef of variation | 0.57635 |
| Kurtosis | -1.1976 |
| Mean | 75964 |
| MAD | 37919 |
| Skewness | -0.0019975 |
| Sum | 5774787136 |
| Variance | 1916900000 |
| Memory size | 593.9 KiB |
TARGET
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.039569 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 96.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.19494 |
|---|---|
| Coef of variation | 4.9268 |
| Kurtosis | 20.315 |
| Mean | 0.039569 |
| MAD | 0.076006 |
| Skewness | 4.7238 |
| Sum | 3008 |
| Variance | 0.038003 |
| Memory size | 593.9 KiB |
delta_imp_amort_var18_1y3
Highly correlated
This variable is highly correlated with num_var18 and should be ignored for analysis
| Correlation | 1 |
|---|
delta_imp_amort_var34_1y3
Highly correlated
This variable is highly correlated with saldo_var34 and should be ignored for analysis
| Correlation | 0.92468 |
|---|
delta_imp_aport_var13_1y3
Numeric
| Distinct count | 27 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 48671000 |
|---|---|
| Minimum | -1 |
| Maximum | 10000000000 |
| Zeros (%) | 97.3% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 10000000000 |
| Range | 10000000000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 695950000 |
|---|---|
| Coef of variation | 14.299 |
| Kurtosis | 200.48 |
| Mean | 48671000 |
| MAD | 96869000 |
| Skewness | 14.229 |
| Sum | 3.7e+12 |
| Variance | 4.8435e+17 |
| Memory size | 593.9 KiB |
delta_imp_aport_var17_1y3
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 5130200 |
|---|---|
| Minimum | -1 |
| Maximum | 10000000000 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 10000000000 |
| Range | 10000000000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 226440000 |
|---|---|
| Coef of variation | 44.139 |
| Kurtosis | 1944.4 |
| Mean | 5130200 |
| MAD | 10255000 |
| Skewness | 44.117 |
| Sum | 3.9e+11 |
| Variance | 5.1277e+16 |
| Memory size | 593.9 KiB |
delta_imp_aport_var33_1y3
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 131540 |
|---|---|
| Minimum | -1 |
| Maximum | 10000000000 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 10000000000 |
| Range | 10000000000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 36269000 |
|---|---|
| Coef of variation | 275.72 |
| Kurtosis | 76020 |
| Mean | 131540 |
| MAD | 263090 |
| Skewness | 275.72 |
| Sum | 10000000000 |
| Variance | 1.3154e+15 |
| Memory size | 593.9 KiB |
delta_imp_compra_var44_1y3
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 9208100 |
|---|---|
| Minimum | -1 |
| Maximum | 10000000000 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 10000000000 |
| Range | 10000000000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 303310000 |
|---|---|
| Coef of variation | 32.94 |
| Kurtosis | 1081.1 |
| Mean | 9208100 |
| MAD | 18399000 |
| Skewness | 32.91 |
| Sum | 7e+11 |
| Variance | 9.1997e+16 |
| Memory size | 593.9 KiB |
delta_imp_reemb_var13_1y3
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 4998700 |
|---|---|
| Minimum | 0 |
| Maximum | 9999999999 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9999999999 |
| Range | 9999999999 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 223520000 |
|---|---|
| Coef of variation | 44.716 |
| Kurtosis | 1995.7 |
| Mean | 4998700 |
| MAD | 9992400 |
| Skewness | 44.695 |
| Sum | 379999999962 |
| Variance | 4.9963e+16 |
| Memory size | 593.9 KiB |
delta_imp_reemb_var17_1y3
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 2630900 |
|---|---|
| Minimum | -1 |
| Maximum | 9999999999 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9999999999 |
| Range | 10000000000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 162180000 |
|---|---|
| Coef of variation | 61.645 |
| Kurtosis | 3796.3 |
| Mean | 2630900 |
| MAD | 5260400 |
| Skewness | 61.629 |
| Sum | 199999999979 |
| Variance | 2.6302e+16 |
| Memory size | 593.9 KiB |
delta_imp_reemb_var33_1y3
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 131540 |
|---|---|
| Minimum | 0 |
| Maximum | 9999999999 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9999999999 |
| Range | 9999999999 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 36269000 |
|---|---|
| Coef of variation | 275.72 |
| Kurtosis | 76020 |
| Mean | 131540 |
| MAD | 263090 |
| Skewness | 275.72 |
| Sum | 9999999999 |
| Variance | 1.3154e+15 |
| Memory size | 593.9 KiB |
delta_imp_trasp_var17_in_1y3
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 526180 |
|---|---|
| Minimum | -1 |
| Maximum | 9999999999 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9999999999 |
| Range | 10000000000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 72537000 |
|---|---|
| Coef of variation | 137.86 |
| Kurtosis | 19001 |
| Mean | 526180 |
| MAD | 1052300 |
| Skewness | 137.85 |
| Sum | 39999999994 |
| Variance | 5.2616e+15 |
| Memory size | 593.9 KiB |
delta_imp_trasp_var17_out_1y3
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 526180 |
|---|---|
| Minimum | 0 |
| Maximum | 9999999999 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9999999999 |
| Range | 9999999999 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 72537000 |
|---|---|
| Coef of variation | 137.86 |
| Kurtosis | 19001 |
| Mean | 526180 |
| MAD | 1052300 |
| Skewness | 137.85 |
| Sum | 39999999996 |
| Variance | 5.2616e+15 |
| Memory size | 593.9 KiB |
delta_imp_trasp_var33_in_1y3
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 657720 |
|---|---|
| Minimum | -1 |
| Maximum | 9999999999 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9999999999 |
| Range | 10000000000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 81098000 |
|---|---|
| Coef of variation | 123.3 |
| Kurtosis | 15200 |
| Mean | 657720 |
| MAD | 1315400 |
| Skewness | 123.29 |
| Sum | 49999999989 |
| Variance | 6.5769e+15 |
| Memory size | 593.9 KiB |
delta_imp_trasp_var33_out_1y3
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 131540 |
|---|---|
| Minimum | 0 |
| Maximum | 9999999999 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9999999999 |
| Range | 9999999999 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 36269000 |
|---|---|
| Coef of variation | 275.72 |
| Kurtosis | 76020 |
| Mean | 131540 |
| MAD | 263090 |
| Skewness | 275.72 |
| Sum | 9999999999 |
| Variance | 1.3154e+15 |
| Memory size | 593.9 KiB |
delta_imp_venta_var44_1y3
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 5524900 |
|---|---|
| Minimum | -1 |
| Maximum | 10000000000 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 10000000000 |
| Range | 10000000000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 234990000 |
|---|---|
| Coef of variation | 42.533 |
| Kurtosis | 1805.1 |
| Mean | 5524900 |
| MAD | 11044000 |
| Skewness | 42.51 |
| Sum | 4.2e+11 |
| Variance | 5.5219e+16 |
| Memory size | 593.9 KiB |
delta_num_aport_var13_1y3
Highly correlated
This variable is highly correlated with delta_imp_aport_var13_1y3 and should be ignored for analysis
| Correlation | 1 |
|---|
delta_num_aport_var17_1y3
Highly correlated
This variable is highly correlated with delta_imp_aport_var17_1y3 and should be ignored for analysis
| Correlation | 1 |
|---|
delta_num_aport_var33_1y3
Highly correlated
This variable is highly correlated with delta_imp_aport_var33_1y3 and should be ignored for analysis
| Correlation | 1 |
|---|
delta_num_compra_var44_1y3
Highly correlated
This variable is highly correlated with delta_imp_compra_var44_1y3 and should be ignored for analysis
| Correlation | 1 |
|---|
delta_num_reemb_var13_1y3
Highly correlated
This variable is highly correlated with delta_imp_reemb_var13_1y3 and should be ignored for analysis
| Correlation | 1 |
|---|
delta_num_reemb_var17_1y3
Highly correlated
This variable is highly correlated with delta_imp_reemb_var17_1y3 and should be ignored for analysis
| Correlation | 1 |
|---|
delta_num_reemb_var33_1y3
Highly correlated
This variable is highly correlated with delta_imp_reemb_var33_1y3 and should be ignored for analysis
| Correlation | 1 |
|---|
delta_num_trasp_var17_in_1y3
Highly correlated
This variable is highly correlated with delta_imp_trasp_var17_in_1y3 and should be ignored for analysis
| Correlation | 1 |
|---|
delta_num_trasp_var17_out_1y3
Highly correlated
This variable is highly correlated with delta_imp_trasp_var17_out_1y3 and should be ignored for analysis
| Correlation | 1 |
|---|
delta_num_trasp_var33_in_1y3
Highly correlated
This variable is highly correlated with delta_imp_trasp_var33_in_1y3 and should be ignored for analysis
| Correlation | 1 |
|---|
delta_num_trasp_var33_out_1y3
Highly correlated
This variable is highly correlated with delta_imp_trasp_var33_out_1y3 and should be ignored for analysis
| Correlation | 1 |
|---|
delta_num_venta_var44_1y3
Highly correlated
This variable is highly correlated with delta_imp_venta_var44_1y3 and should be ignored for analysis
| Correlation | 1 |
|---|
imp_amort_var18_hace3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
imp_amort_var18_ult1
Highly correlated
This variable is highly correlated with saldo_var18 and should be ignored for analysis
| Correlation | 0.9998 |
|---|
imp_amort_var34_hace3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
imp_amort_var34_ult1
Highly correlated
This variable is highly correlated with saldo_var34 and should be ignored for analysis
| Correlation | 0.98908 |
|---|
imp_aport_var13_hace3
Numeric
| Distinct count | 425 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 2823.9 |
|---|---|
| Minimum | 0 |
| Maximum | 840000 |
| Zeros (%) | 97.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 840000 |
| Range | 840000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 25334 |
|---|---|
| Coef of variation | 8.9713 |
| Kurtosis | 193.62 |
| Mean | 2823.9 |
| MAD | 5523.4 |
| Skewness | 12.46 |
| Sum | 214680000 |
| Variance | 641840000 |
| Memory size | 593.9 KiB |
imp_aport_var13_ult1
Numeric
| Distinct count | 182 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 619.59 |
|---|---|
| Minimum | 0 |
| Maximum | 450000 |
| Zeros (%) | 99.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 450000 |
| Range | 450000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 11253 |
|---|---|
| Coef of variation | 18.162 |
| Kurtosis | 670.21 |
| Mean | 619.59 |
| MAD | 1232.7 |
| Skewness | 23.906 |
| Sum | 47101000 |
| Variance | 126630000 |
| Memory size | 593.9 KiB |
imp_aport_var17_hace3
Highly correlated
This variable is highly correlated with saldo_var31 and should be ignored for analysis
| Correlation | 0.95585 |
|---|
imp_aport_var17_ult1
Numeric
| Distinct count | 42 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 31.105 |
|---|---|
| Minimum | 0 |
| Maximum | 432460 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 432460 |
| Range | 432460 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2457.1 |
|---|---|
| Coef of variation | 78.993 |
| Kurtosis | 17958 |
| Mean | 31.105 |
| MAD | 62.175 |
| Skewness | 123.53 |
| Sum | 2364600 |
| Variance | 6037300 |
| Memory size | 593.9 KiB |
imp_aport_var33_hace3
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 2.9858 |
|---|---|
| Minimum | 0 |
| Maximum | 36000 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 36000 |
| Range | 36000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 226.86 |
|---|---|
| Coef of variation | 75.981 |
| Kurtosis | 11902 |
| Mean | 2.9858 |
| MAD | 5.9698 |
| Skewness | 99.429 |
| Sum | 226980 |
| Variance | 51467 |
| Memory size | 593.9 KiB |
imp_aport_var33_ult1
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.048145 |
|---|---|
| Minimum | 0 |
| Maximum | 1260 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1260 |
| Range | 1260 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 6.0227 |
|---|---|
| Coef of variation | 125.09 |
| Kurtosis | 29344 |
| Mean | 0.048145 |
| MAD | 0.096282 |
| Skewness | 160.27 |
| Sum | 3660 |
| Variance | 36.273 |
| Memory size | 593.9 KiB |
imp_compra_var44_hace3
Numeric
| Distinct count | 33 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 13.965 |
|---|---|
| Minimum | 0 |
| Maximum | 210000 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 210000 |
| Range | 210000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1151.5 |
|---|---|
| Coef of variation | 82.459 |
| Kurtosis | 18551 |
| Mean | 13.965 |
| MAD | 27.917 |
| Skewness | 124.56 |
| Sum | 1061600 |
| Variance | 1326000 |
| Memory size | 593.9 KiB |
imp_compra_var44_ult1
Numeric
| Distinct count | 85 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 116.78 |
|---|---|
| Minimum | 0 |
| Maximum | 3410100 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3410100 |
| Range | 3410100 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 13620 |
|---|---|
| Coef of variation | 116.63 |
| Kurtosis | 52717 |
| Mean | 116.78 |
| MAD | 233.31 |
| Skewness | 218.69 |
| Sum | 8877800 |
| Variance | 185520000 |
| Memory size | 593.9 KiB |
imp_ent_var16_ult1
Numeric
| Distinct count | 596 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 86.208 |
|---|---|
| Minimum | 0 |
| Maximum | 210000 |
| Zeros (%) | 95.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 210000 |
| Range | 210000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1614.8 |
|---|---|
| Coef of variation | 18.731 |
| Kurtosis | 6321.4 |
| Mean | 86.208 |
| MAD | 164.81 |
| Skewness | 67.268 |
| Sum | 6553600 |
| Variance | 2607400 |
| Memory size | 593.9 KiB |
imp_op_var39_comer_ult1
Numeric
| Distinct count | 7551 |
|---|---|
| Unique (%) | 9.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 72.363 |
|---|---|
| Minimum | 0 |
| Maximum | 12888 |
| Zeros (%) | 86.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 436.41 |
| Maximum | 12888 |
| Range | 12888 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 339.32 |
|---|---|
| Coef of variation | 4.6891 |
| Kurtosis | 145.4 |
| Mean | 72.363 |
| MAD | 127.92 |
| Skewness | 9.4543 |
| Sum | 5501000 |
| Variance | 115140 |
| Memory size | 593.9 KiB |
imp_op_var39_comer_ult3
Numeric
| Distinct count | 9099 |
|---|---|
| Unique (%) | 12.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 119.53 |
|---|---|
| Minimum | 0 |
| Maximum | 21025 |
| Zeros (%) | 84.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 722.52 |
| Maximum | 21025 |
| Range | 21025 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 546.27 |
|---|---|
| Coef of variation | 4.5701 |
| Kurtosis | 155.62 |
| Mean | 119.53 |
| MAD | 208.05 |
| Skewness | 9.7354 |
| Sum | 9086600 |
| Variance | 298410 |
| Memory size | 593.9 KiB |
imp_op_var39_efect_ult1
Highly correlated
This variable is highly correlated with imp_op_var41_efect_ult1 and should be ignored for analysis
| Correlation | 0.99838 |
|---|
imp_op_var39_efect_ult3
Highly correlated
This variable is highly correlated with imp_op_var41_efect_ult3 and should be ignored for analysis
| Correlation | 0.99927 |
|---|
imp_op_var39_ult1
Highly correlated
This variable is highly correlated with imp_op_var41_ult1 and should be ignored for analysis
| Correlation | 0.9911 |
|---|
imp_op_var40_comer_ult1
Numeric
| Distinct count | 293 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 3.5591 |
|---|---|
| Minimum | 0 |
| Maximum | 8237.8 |
| Zeros (%) | 99.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8237.8 |
| Range | 8237.8 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 93.156 |
|---|---|
| Coef of variation | 26.174 |
| Kurtosis | 2787.7 |
| Mean | 3.5591 |
| MAD | 7.0906 |
| Skewness | 45.835 |
| Sum | 270570 |
| Variance | 8678 |
| Memory size | 593.9 KiB |
imp_op_var40_comer_ult3
Numeric
| Distinct count | 346 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 6.4727 |
|---|---|
| Minimum | 0 |
| Maximum | 11074 |
| Zeros (%) | 99.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 11074 |
| Range | 11074 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 153.74 |
|---|---|
| Coef of variation | 23.752 |
| Kurtosis | 1883 |
| Mean | 6.4727 |
| MAD | 12.886 |
| Skewness | 38.672 |
| Sum | 492050 |
| Variance | 23635 |
| Memory size | 593.9 KiB |
imp_op_var40_efect_ult1
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.41295 |
|---|---|
| Minimum | 0 |
| Maximum | 6600 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6600 |
| Range | 6600 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 30.605 |
|---|---|
| Coef of variation | 74.113 |
| Kurtosis | 29339 |
| Mean | 0.41295 |
| MAD | 0.82548 |
| Skewness | 149.53 |
| Sum | 31392 |
| Variance | 936.66 |
| Memory size | 593.9 KiB |
imp_op_var40_efect_ult3
Numeric
| Distinct count | 29 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.56735 |
|---|---|
| Minimum | 0 |
| Maximum | 6600 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6600 |
| Range | 6600 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 36.514 |
|---|---|
| Coef of variation | 64.358 |
| Kurtosis | 16749 |
| Mean | 0.56735 |
| MAD | 1.134 |
| Skewness | 112.95 |
| Sum | 43130 |
| Variance | 1333.2 |
| Memory size | 593.9 KiB |
imp_op_var40_ult1
Numeric
| Distinct count | 224 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 3.1607 |
|---|---|
| Minimum | 0 |
| Maximum | 8237.8 |
| Zeros (%) | 99.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8237.8 |
| Range | 8237.8 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 95.268 |
|---|---|
| Coef of variation | 30.141 |
| Kurtosis | 3427.8 |
| Mean | 3.1607 |
| MAD | 6.3024 |
| Skewness | 52.578 |
| Sum | 240280 |
| Variance | 9076 |
| Memory size | 593.9 KiB |
imp_op_var41_comer_ult1
Highly correlated
This variable is highly correlated with imp_op_var39_comer_ult1 and should be ignored for analysis
| Correlation | 0.96178 |
|---|
imp_op_var41_comer_ult3
Highly correlated
This variable is highly correlated with imp_op_var39_comer_ult3 and should be ignored for analysis
| Correlation | 0.95984 |
|---|
imp_op_var41_efect_ult1
Numeric
| Distinct count | 331 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 68.205 |
|---|---|
| Minimum | 0 |
| Maximum | 45990 |
| Zeros (%) | 91.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 300 |
| Maximum | 45990 |
| Range | 45990 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 531.9 |
|---|---|
| Coef of variation | 7.7985 |
| Kurtosis | 2347.1 |
| Mean | 68.205 |
| MAD | 124.72 |
| Skewness | 36.667 |
| Sum | 5185000 |
| Variance | 282920 |
| Memory size | 593.9 KiB |
imp_op_var41_efect_ult3
Numeric
| Distinct count | 454 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 113.23 |
|---|---|
| Minimum | 0 |
| Maximum | 131100 |
| Zeros (%) | 88.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 510 |
| Maximum | 131100 |
| Range | 131100 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 950.09 |
|---|---|
| Coef of variation | 8.3911 |
| Kurtosis | 6716.1 |
| Mean | 113.23 |
| MAD | 203.13 |
| Skewness | 61.995 |
| Sum | 8607400 |
| Variance | 902660 |
| Memory size | 593.9 KiB |
imp_op_var41_ult1
Numeric
| Distinct count | 8032 |
|---|---|
| Unique (%) | 10.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 137.24 |
|---|---|
| Minimum | 0 |
| Maximum | 47598 |
| Zeros (%) | 84.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 852.39 |
| Maximum | 47598 |
| Range | 47598 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 697.71 |
|---|---|
| Coef of variation | 5.0838 |
| Kurtosis | 943.62 |
| Mean | 137.24 |
| MAD | 238.63 |
| Skewness | 20.997 |
| Sum | 10433000 |
| Variance | 486800 |
| Memory size | 593.9 KiB |
imp_reemb_var13_hace3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
imp_reemb_var13_ult1
Numeric
| Distinct count | 33 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 46.18 |
|---|---|
| Minimum | 0 |
| Maximum | 450000 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 450000 |
| Range | 450000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2859.7 |
|---|---|
| Coef of variation | 61.926 |
| Kurtosis | 10888 |
| Mean | 46.18 |
| MAD | 92.314 |
| Skewness | 91.935 |
| Sum | 3510600 |
| Variance | 8178100 |
| Memory size | 593.9 KiB |
imp_reemb_var17_hace3
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.15821 |
|---|---|
| Minimum | 0 |
| Maximum | 12027 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 12027 |
| Range | 12027 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 43.621 |
|---|---|
| Coef of variation | 275.72 |
| Kurtosis | 76020 |
| Mean | 0.15821 |
| MAD | 0.31642 |
| Skewness | 275.72 |
| Sum | 12027 |
| Variance | 1902.8 |
| Memory size | 593.9 KiB |
imp_reemb_var17_ult1
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 12.569 |
|---|---|
| Minimum | 0 |
| Maximum | 182130 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 182130 |
| Range | 182130 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1093.1 |
|---|---|
| Coef of variation | 86.968 |
| Kurtosis | 15780 |
| Mean | 12.569 |
| MAD | 25.132 |
| Skewness | 116.69 |
| Sum | 955530 |
| Variance | 1194900 |
| Memory size | 593.9 KiB |
imp_reemb_var33_hace3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
imp_reemb_var33_ult1
Highly correlated
This variable is highly correlated with delta_num_reemb_var33_1y3 and should be ignored for analysis
| Correlation | 1 |
|---|
imp_sal_var16_ult1
Numeric
| Distinct count | 66 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 5.4777 |
|---|---|
| Minimum | 0 |
| Maximum | 105000 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 105000 |
| Range | 105000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 465.39 |
|---|---|
| Coef of variation | 84.961 |
| Kurtosis | 37489 |
| Mean | 5.4777 |
| MAD | 10.942 |
| Skewness | 181.05 |
| Sum | 416410 |
| Variance | 216590 |
| Memory size | 593.9 KiB |
imp_trans_var37_ult1
Numeric
| Distinct count | 3831 |
|---|---|
| Unique (%) | 5.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1933 |
|---|---|
| Minimum | 0 |
| Maximum | 2310000 |
| Zeros (%) | 87.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1800 |
| Maximum | 2310000 |
| Range | 2310000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 25356 |
|---|---|
| Coef of variation | 13.118 |
| Kurtosis | 2230 |
| Mean | 1933 |
| MAD | 3579 |
| Skewness | 36.319 |
| Sum | 146940000 |
| Variance | 642910000 |
| Memory size | 593.9 KiB |
imp_trasp_var17_in_hace3
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.8748 |
|---|---|
| Minimum | 0 |
| Maximum | 96781 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 96781 |
| Range | 96781 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 388.25 |
|---|---|
| Coef of variation | 207.09 |
| Kurtosis | 53327 |
| Mean | 1.8748 |
| MAD | 3.7495 |
| Skewness | 225.27 |
| Sum | 142520 |
| Variance | 150730 |
| Memory size | 593.9 KiB |
imp_trasp_var17_in_ult1
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 2.5127 |
|---|---|
| Minimum | 0 |
| Maximum | 133730 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 133730 |
| Range | 133730 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 508.97 |
|---|---|
| Coef of variation | 202.56 |
| Kurtosis | 63199 |
| Mean | 2.5127 |
| MAD | 5.0251 |
| Skewness | 245.25 |
| Sum | 191010 |
| Variance | 259050 |
| Memory size | 593.9 KiB |
imp_trasp_var17_out_hace3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
imp_trasp_var17_out_ult1
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.9136 |
|---|---|
| Minimum | 0 |
| Maximum | 69622 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 69622 |
| Range | 69622 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 357.41 |
|---|---|
| Coef of variation | 186.77 |
| Kurtosis | 37855 |
| Mean | 1.9136 |
| MAD | 3.827 |
| Skewness | 194.39 |
| Sum | 145470 |
| Variance | 127740 |
| Memory size | 593.9 KiB |
imp_trasp_var33_in_hace3
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 2.7898 |
|---|---|
| Minimum | 0 |
| Maximum | 49581 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 49581 |
| Range | 49581 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 323.81 |
|---|---|
| Coef of variation | 116.07 |
| Kurtosis | 15842 |
| Mean | 2.7898 |
| MAD | 5.5791 |
| Skewness | 122.85 |
| Sum | 212080 |
| Variance | 104860 |
| Memory size | 593.9 KiB |
imp_trasp_var33_in_ult1
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.3147 |
|---|---|
| Minimum | 0 |
| Maximum | 13207 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 13207 |
| Range | 13207 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 53.408 |
|---|---|
| Coef of variation | 169.71 |
| Kurtosis | 50706 |
| Mean | 0.3147 |
| MAD | 0.62936 |
| Skewness | 215.45 |
| Sum | 23924 |
| Variance | 2852.4 |
| Memory size | 593.9 KiB |
imp_trasp_var33_out_hace3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
imp_trasp_var33_out_ult1
Highly correlated
This variable is highly correlated with delta_num_trasp_var33_out_1y3 and should be ignored for analysis
| Correlation | 1 |
|---|
imp_var43_emit_ult1
Numeric
| Distinct count | 2342 |
|---|---|
| Unique (%) | 3.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 854.12 |
|---|---|
| Minimum | 0 |
| Maximum | 1155000 |
| Zeros (%) | 93.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 300 |
| Maximum | 1155000 |
| Range | 1155000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 14256 |
|---|---|
| Coef of variation | 16.691 |
| Kurtosis | 1754.2 |
| Mean | 854.12 |
| MAD | 1626.1 |
| Skewness | 35.436 |
| Sum | 64930000 |
| Variance | 203230000 |
| Memory size | 593.9 KiB |
imp_var7_emit_ult1
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 2.7215 |
|---|---|
| Minimum | 0 |
| Maximum | 145380 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 145380 |
| Range | 145380 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 554.25 |
|---|---|
| Coef of variation | 203.66 |
| Kurtosis | 62789 |
| Mean | 2.7215 |
| MAD | 5.4427 |
| Skewness | 244.22 |
| Sum | 206880 |
| Variance | 307190 |
| Memory size | 593.9 KiB |
imp_var7_recib_ult1
Numeric
| Distinct count | 184 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 127.7 |
|---|---|
| Minimum | 0 |
| Maximum | 1039300 |
| Zeros (%) | 99.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1039300 |
| Range | 1039300 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 6369 |
|---|---|
| Coef of variation | 49.875 |
| Kurtosis | 11595 |
| Mean | 127.7 |
| MAD | 254.72 |
| Skewness | 91.595 |
| Sum | 9707600 |
| Variance | 40564000 |
| Memory size | 593.9 KiB |
imp_venta_var44_hace3
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 3.7871 |
|---|---|
| Minimum | 0 |
| Maximum | 209830 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 209830 |
| Range | 209830 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 811.98 |
|---|---|
| Coef of variation | 214.4 |
| Kurtosis | 59789 |
| Mean | 3.7871 |
| MAD | 7.574 |
| Skewness | 238.7 |
| Sum | 287900 |
| Variance | 659310 |
| Memory size | 593.9 KiB |
imp_venta_var44_ult1
Highly correlated
This variable is highly correlated with imp_compra_var44_ult1 and should be ignored for analysis
| Correlation | 0.97841 |
|---|
ind_var1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0037622 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 99.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.061221 |
|---|---|
| Coef of variation | 16.273 |
| Kurtosis | 260.83 |
| Mean | 0.0037622 |
| MAD | 0.007496 |
| Skewness | 16.212 |
| Sum | 286 |
| Variance | 0.0037481 |
| Memory size | 593.9 KiB |
ind_var10_ult1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.080873 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 91.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.27264 |
|---|---|
| Coef of variation | 3.3712 |
| Kurtosis | 7.4536 |
| Mean | 0.080873 |
| MAD | 0.14867 |
| Skewness | 3.0746 |
| Sum | 6148 |
| Variance | 0.074334 |
| Memory size | 593.9 KiB |
ind_var10cte_ult1
Highly correlated
This variable is highly correlated with ind_var10_ult1 and should be ignored for analysis
| Correlation | 0.931 |
|---|
ind_var12
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.045462 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 95.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.20832 |
|---|---|
| Coef of variation | 4.5822 |
| Kurtosis | 17.045 |
| Mean | 0.045462 |
| MAD | 0.08679 |
| Skewness | 4.364 |
| Sum | 3456 |
| Variance | 0.043396 |
| Memory size | 593.9 KiB |
ind_var12_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.067522 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 93.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.25092 |
|---|---|
| Coef of variation | 3.7162 |
| Kurtosis | 9.8832 |
| Mean | 0.067522 |
| MAD | 0.12593 |
| Skewness | 3.4472 |
| Sum | 5133 |
| Variance | 0.062963 |
| Memory size | 593.9 KiB |
ind_var13
Highly correlated
This variable is highly correlated with ind_var13_0 and should be ignored for analysis
| Correlation | 0.98584 |
|---|
ind_var13_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.052249 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 94.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.22253 |
|---|---|
| Coef of variation | 4.259 |
| Kurtosis | 14.195 |
| Mean | 0.052249 |
| MAD | 0.099039 |
| Skewness | 4.0243 |
| Sum | 3972 |
| Variance | 0.04952 |
| Memory size | 593.9 KiB |
ind_var13_corto
Highly correlated
This variable is highly correlated with ind_var13_corto_0 and should be ignored for analysis
| Correlation | 0.9821 |
|---|
ind_var13_corto_0
Highly correlated
This variable is highly correlated with ind_var13_0 and should be ignored for analysis
| Correlation | 0.90208 |
|---|
ind_var13_largo
Highly correlated
This variable is highly correlated with ind_var13_largo_0 and should be ignored for analysis
| Correlation | 0.99147 |
|---|
ind_var13_largo_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.010168 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 99.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.10033 |
|---|---|
| Coef of variation | 9.8664 |
| Kurtosis | 93.361 |
| Mean | 0.010168 |
| MAD | 0.02013 |
| Skewness | 9.7651 |
| Sum | 773 |
| Variance | 0.010065 |
| Memory size | 593.9 KiB |
ind_var13_medio
Highly correlated
This variable is highly correlated with ind_var13_medio_0 and should be ignored for analysis
| Correlation | 1 |
|---|
ind_var13_medio_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 2.6309e-05 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.0051292 |
|---|---|
| Coef of variation | 194.96 |
| Kurtosis | 38007 |
| Mean | 2.6309e-05 |
| MAD | 5.2616e-05 |
| Skewness | 194.96 |
| Sum | 2 |
| Variance | 2.6309e-05 |
| Memory size | 593.9 KiB |
ind_var14
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0053012 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 99.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.072617 |
|---|---|
| Coef of variation | 13.698 |
| Kurtosis | 183.65 |
| Mean | 0.0053012 |
| MAD | 0.010546 |
| Skewness | 13.625 |
| Sum | 403 |
| Variance | 0.0052732 |
| Memory size | 593.9 KiB |
ind_var14_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.023652 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 97.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.15196 |
|---|---|
| Coef of variation | 6.425 |
| Kurtosis | 37.307 |
| Mean | 0.023652 |
| MAD | 0.046185 |
| Skewness | 6.2695 |
| Sum | 1798 |
| Variance | 0.023093 |
| Memory size | 593.9 KiB |
ind_var17
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.001447 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.038012 |
|---|---|
| Coef of variation | 26.27 |
| Kurtosis | 686.14 |
| Mean | 0.001447 |
| MAD | 0.0028898 |
| Skewness | 26.232 |
| Sum | 110 |
| Variance | 0.0014449 |
| Memory size | 593.9 KiB |
ind_var17_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0018022 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 99.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.042414 |
|---|---|
| Coef of variation | 23.535 |
| Kurtosis | 549.93 |
| Mean | 0.0018022 |
| MAD | 0.0035978 |
| Skewness | 23.493 |
| Sum | 137 |
| Variance | 0.0017989 |
| Memory size | 593.9 KiB |
ind_var18
Highly correlated
This variable is highly correlated with ind_var18_0 and should be ignored for analysis
| Correlation | 1 |
|---|
ind_var18_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 2.6309e-05 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.0051292 |
|---|---|
| Coef of variation | 194.96 |
| Kurtosis | 38007 |
| Mean | 2.6309e-05 |
| MAD | 5.2616e-05 |
| Skewness | 194.96 |
| Sum | 2 |
| Variance | 2.6309e-05 |
| Memory size | 593.9 KiB |
ind_var19
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0041963 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 99.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.064643 |
|---|---|
| Coef of variation | 15.405 |
| Kurtosis | 233.33 |
| Mean | 0.0041963 |
| MAD | 0.0083573 |
| Skewness | 15.34 |
| Sum | 319 |
| Variance | 0.0041787 |
| Memory size | 593.9 KiB |
ind_var1_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.011458 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 98.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.10643 |
|---|---|
| Coef of variation | 9.2887 |
| Kurtosis | 82.296 |
| Mean | 0.011458 |
| MAD | 0.022652 |
| Skewness | 9.1812 |
| Sum | 871 |
| Variance | 0.011326 |
| Memory size | 593.9 KiB |
ind_var2
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
ind_var20
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0026967 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 99.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.05186 |
|---|---|
| Coef of variation | 19.231 |
| Kurtosis | 365.86 |
| Mean | 0.0026967 |
| MAD | 0.0053788 |
| Skewness | 19.179 |
| Sum | 205 |
| Variance | 0.0026894 |
| Memory size | 593.9 KiB |
ind_var20_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0036306 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 99.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.060146 |
|---|---|
| Coef of variation | 16.566 |
| Kurtosis | 270.46 |
| Mean | 0.0036306 |
| MAD | 0.0072349 |
| Skewness | 16.506 |
| Sum | 276 |
| Variance | 0.0036175 |
| Memory size | 593.9 KiB |
ind_var24
Highly correlated
This variable is highly correlated with ind_var24_0 and should be ignored for analysis
| Correlation | 0.94338 |
|---|
ind_var24_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.04237 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 95.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.20143 |
|---|---|
| Coef of variation | 4.7541 |
| Kurtosis | 18.647 |
| Mean | 0.04237 |
| MAD | 0.08115 |
| Skewness | 4.5438 |
| Sum | 3221 |
| Variance | 0.040576 |
| Memory size | 593.9 KiB |
ind_var25
Highly correlated
This variable is highly correlated with ind_var25_0 and should be ignored for analysis
| Correlation | 1 |
|---|
ind_var25_0
Highly correlated
This variable is highly correlated with ind_var26 and should be ignored for analysis
| Correlation | 0.979 |
|---|
ind_var25_cte
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.026427 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 97.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.1604 |
|---|---|
| Coef of variation | 6.0696 |
| Kurtosis | 32.869 |
| Mean | 0.026427 |
| MAD | 0.051458 |
| Skewness | 5.9049 |
| Sum | 2009 |
| Variance | 0.025729 |
| Memory size | 593.9 KiB |
ind_var26
Highly correlated
This variable is highly correlated with ind_var26_cte and should be ignored for analysis
| Correlation | 0.94412 |
|---|
ind_var26_0
Highly correlated
This variable is highly correlated with ind_var25_cte and should be ignored for analysis
| Correlation | 0.92447 |
|---|
ind_var26_cte
Highly correlated
This variable is highly correlated with ind_var26_0 and should be ignored for analysis
| Correlation | 0.94412 |
|---|
ind_var27
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
ind_var27_0
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
ind_var28
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
ind_var28_0
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
ind_var29
Highly correlated
This variable is highly correlated with ind_var6 and should be ignored for analysis
| Correlation | 1 |
|---|
ind_var29_0
Highly correlated
This variable is highly correlated with ind_var6_0 and should be ignored for analysis
| Correlation | 1 |
|---|
ind_var2_0
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
ind_var30
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.73283 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 26.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.44248 |
|---|---|
| Coef of variation | 0.6038 |
| Kurtosis | -0.89243 |
| Mean | 0.73283 |
| MAD | 0.39158 |
| Skewness | -1.0524 |
| Sum | 55710 |
| Variance | 0.19579 |
| Memory size | 593.9 KiB |
ind_var30_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.99549 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 0.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.06702 |
|---|---|
| Coef of variation | 0.067324 |
| Kurtosis | 216.65 |
| Mean | 0.99549 |
| MAD | 0.0089832 |
| Skewness | -14.787 |
| Sum | 75677 |
| Variance | 0.0044917 |
| Memory size | 593.9 KiB |
ind_var31
Highly correlated
This variable is highly correlated with ind_var31_0 and should be ignored for analysis
| Correlation | 0.92625 |
|---|
ind_var31_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0042752 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 99.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.065245 |
|---|---|
| Coef of variation | 15.261 |
| Kurtosis | 228.93 |
| Mean | 0.0042752 |
| MAD | 0.0085138 |
| Skewness | 15.196 |
| Sum | 325 |
| Variance | 0.004257 |
| Memory size | 593.9 KiB |
ind_var32
Highly correlated
This variable is highly correlated with ind_var32_0 and should be ignored for analysis
| Correlation | 1 |
|---|
ind_var32_0
Highly correlated
This variable is highly correlated with ind_var32_cte and should be ignored for analysis
| Correlation | 0.94403 |
|---|
ind_var32_cte
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0012102 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.034767 |
|---|---|
| Coef of variation | 28.728 |
| Kurtosis | 821.36 |
| Mean | 0.0012102 |
| MAD | 0.0024175 |
| Skewness | 28.694 |
| Sum | 92 |
| Variance | 0.0012088 |
| Memory size | 593.9 KiB |
ind_var33
Highly correlated
This variable is highly correlated with ind_var33_0 and should be ignored for analysis
| Correlation | 0.91761 |
|---|
ind_var33_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0007498 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.027372 |
|---|---|
| Coef of variation | 36.506 |
| Kurtosis | 1328.8 |
| Mean | 0.0007498 |
| MAD | 0.0014985 |
| Skewness | 36.479 |
| Sum | 57 |
| Variance | 0.00074925 |
| Memory size | 593.9 KiB |
ind_var34
Highly correlated
This variable is highly correlated with ind_var34_0 and should be ignored for analysis
| Correlation | 1 |
|---|
ind_var34_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 2.6309e-05 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.0051292 |
|---|---|
| Coef of variation | 194.96 |
| Kurtosis | 38007 |
| Mean | 2.6309e-05 |
| MAD | 5.2616e-05 |
| Skewness | 194.96 |
| Sum | 2 |
| Variance | 2.6309e-05 |
| Memory size | 593.9 KiB |
ind_var37
Highly correlated
This variable is highly correlated with ind_var37_0 and should be ignored for analysis
| Correlation | 1 |
|---|
ind_var37_0
Highly correlated
This variable is highly correlated with ind_var37_cte and should be ignored for analysis
| Correlation | 0.9465 |
|---|
ind_var37_cte
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.072297 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 92.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.25898 |
|---|---|
| Coef of variation | 3.5822 |
| Kurtosis | 8.9105 |
| Mean | 0.072297 |
| MAD | 0.13414 |
| Skewness | 3.3031 |
| Sum | 5496 |
| Variance | 0.067071 |
| Memory size | 593.9 KiB |
ind_var39
Highly correlated
This variable is highly correlated with ind_var40 and should be ignored for analysis
| Correlation | 1 |
|---|
ind_var39_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.88076 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 11.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.32408 |
|---|---|
| Coef of variation | 0.36796 |
| Kurtosis | 3.5218 |
| Mean | 0.88076 |
| MAD | 0.21005 |
| Skewness | -2.3498 |
| Sum | 66955 |
| Variance | 0.10503 |
| Memory size | 593.9 KiB |
ind_var40
Highly correlated
This variable is highly correlated with ind_var1 and should be ignored for analysis
| Correlation | 0.99472 |
|---|
ind_var40_0
Highly correlated
This variable is highly correlated with ind_var1_0 and should be ignored for analysis
| Correlation | 0.99826 |
|---|
ind_var41
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
ind_var41_0
Highly correlated
This variable is highly correlated with ind_var39_0 and should be ignored for analysis
| Correlation | 0.98956 |
|---|
ind_var43_emit_ult1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.066588 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 93.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.24931 |
|---|---|
| Coef of variation | 3.7441 |
| Kurtosis | 10.09 |
| Mean | 0.066588 |
| MAD | 0.12431 |
| Skewness | 3.477 |
| Sum | 5062 |
| Variance | 0.062155 |
| Memory size | 593.9 KiB |
ind_var43_recib_ult1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.12931 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 87.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.33554 |
|---|---|
| Coef of variation | 2.5949 |
| Kurtosis | 2.8822 |
| Mean | 0.12931 |
| MAD | 0.22517 |
| Skewness | 2.2096 |
| Sum | 9830 |
| Variance | 0.11259 |
| Memory size | 593.9 KiB |
ind_var44
Highly correlated
This variable is highly correlated with ind_var44_0 and should be ignored for analysis
| Correlation | 0.9497 |
|---|
ind_var44_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0018811 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 99.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.043331 |
|---|---|
| Coef of variation | 23.035 |
| Kurtosis | 526.64 |
| Mean | 0.0018811 |
| MAD | 0.0037551 |
| Skewness | 22.992 |
| Sum | 143 |
| Variance | 0.0018776 |
| Memory size | 593.9 KiB |
ind_var46
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
ind_var46_0
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
ind_var5
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.66376 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 33.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.47243 |
|---|---|
| Coef of variation | 0.71174 |
| Kurtosis | -1.5194 |
| Mean | 0.66376 |
| MAD | 0.44637 |
| Skewness | -0.69329 |
| Sum | 50459 |
| Variance | 0.22319 |
| Memory size | 593.9 KiB |
ind_var5_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.95802 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 4.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.20054 |
|---|---|
| Coef of variation | 0.20932 |
| Kurtosis | 18.868 |
| Mean | 0.95802 |
| MAD | 0.080428 |
| Skewness | -4.5681 |
| Sum | 72829 |
| Variance | 0.040214 |
| Memory size | 593.9 KiB |
ind_var6
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 2.6309e-05 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.0051292 |
|---|---|
| Coef of variation | 194.96 |
| Kurtosis | 38007 |
| Mean | 2.6309e-05 |
| MAD | 5.2616e-05 |
| Skewness | 194.96 |
| Sum | 2 |
| Variance | 2.6309e-05 |
| Memory size | 593.9 KiB |
ind_var6_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.00010524 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.010258 |
|---|---|
| Coef of variation | 97.476 |
| Kurtosis | 9498.1 |
| Mean | 0.00010524 |
| MAD | 0.00021045 |
| Skewness | 97.467 |
| Sum | 8 |
| Variance | 0.00010523 |
| Memory size | 593.9 KiB |
ind_var7_emit_ult1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 3.9463e-05 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.0062819 |
|---|---|
| Coef of variation | 159.18 |
| Kurtosis | 25337 |
| Mean | 3.9463e-05 |
| MAD | 7.8923e-05 |
| Skewness | 159.18 |
| Sum | 3 |
| Variance | 3.9462e-05 |
| Memory size | 593.9 KiB |
ind_var7_recib_ult1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0026967 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 99.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.05186 |
|---|---|
| Coef of variation | 19.231 |
| Kurtosis | 365.86 |
| Mean | 0.0026967 |
| MAD | 0.0053788 |
| Skewness | 19.179 |
| Sum | 205 |
| Variance | 0.0026894 |
| Memory size | 593.9 KiB |
ind_var8
Highly correlated
This variable is highly correlated with ind_var8_0 and should be ignored for analysis
| Correlation | 0.93123 |
|---|
ind_var8_0
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.032833 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 96.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.1782 |
|---|---|
| Coef of variation | 5.4274 |
| Kurtosis | 25.492 |
| Mean | 0.032833 |
| MAD | 0.063511 |
| Skewness | 5.2433 |
| Sum | 2496 |
| Variance | 0.031756 |
| Memory size | 593.9 KiB |
ind_var9_cte_ult1
Highly correlated
This variable is highly correlated with ind_var10cte_ult1 and should be ignored for analysis
| Correlation | 0.97286 |
|---|
ind_var9_ult1
Highly correlated
This variable is highly correlated with ind_var9_cte_ult1 and should be ignored for analysis
| Correlation | 0.93608 |
|---|
num_aport_var13_hace3
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.075888 |
|---|---|
| Minimum | 0 |
| Maximum | 24 |
| Zeros (%) | 97.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.5525 |
|---|---|
| Coef of variation | 7.2805 |
| Kurtosis | 221.02 |
| Mean | 0.075888 |
| MAD | 0.14837 |
| Skewness | 11.154 |
| Sum | 5769 |
| Variance | 0.30526 |
| Memory size | 593.9 KiB |
num_aport_var13_ult1
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.017956 |
|---|---|
| Minimum | 0 |
| Maximum | 30 |
| Zeros (%) | 99.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.28876 |
|---|---|
| Coef of variation | 16.082 |
| Kurtosis | 2439.9 |
| Mean | 0.017956 |
| MAD | 0.035722 |
| Skewness | 34.85 |
| Sum | 1365 |
| Variance | 0.08338 |
| Memory size | 593.9 KiB |
num_aport_var17_hace3
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0015391 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.10492 |
|---|---|
| Coef of variation | 68.171 |
| Kurtosis | 8407.6 |
| Mean | 0.0015391 |
| MAD | 0.0030772 |
| Skewness | 85.757 |
| Sum | 117 |
| Variance | 0.011008 |
| Memory size | 593.9 KiB |
num_aport_var17_ult1
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0033938 |
|---|---|
| Minimum | 0 |
| Maximum | 21 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.17406 |
|---|---|
| Coef of variation | 51.287 |
| Kurtosis | 6432.2 |
| Mean | 0.0033938 |
| MAD | 0.0067838 |
| Skewness | 72.414 |
| Sum | 258 |
| Variance | 0.030297 |
| Memory size | 593.9 KiB |
num_aport_var33_hace3
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0010655 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.069663 |
|---|---|
| Coef of variation | 65.38 |
| Kurtosis | 13248 |
| Mean | 0.0010655 |
| MAD | 0.0021304 |
| Skewness | 97.663 |
| Sum | 81 |
| Variance | 0.0048529 |
| Memory size | 593.9 KiB |
num_aport_var33_ult1
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.00031571 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.034407 |
|---|---|
| Coef of variation | 108.98 |
| Kurtosis | 16721 |
| Mean | 0.00031571 |
| MAD | 0.00063135 |
| Skewness | 122.06 |
| Sum | 24 |
| Variance | 0.0011838 |
| Memory size | 593.9 KiB |
num_compra_var44_hace3
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0018548 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.099111 |
|---|---|
| Coef of variation | 53.436 |
| Kurtosis | 4487 |
| Mean | 0.0018548 |
| MAD | 0.003708 |
| Skewness | 63.058 |
| Sum | 141 |
| Variance | 0.0098231 |
| Memory size | 593.9 KiB |
num_compra_var44_ult1
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0075375 |
|---|---|
| Minimum | 0 |
| Maximum | 39 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.31545 |
|---|---|
| Coef of variation | 41.851 |
| Kurtosis | 5737.2 |
| Mean | 0.0075375 |
| MAD | 0.015058 |
| Skewness | 67.127 |
| Sum | 573 |
| Variance | 0.09951 |
| Memory size | 593.9 KiB |
num_ent_var16_ult1
Numeric
| Distinct count | 13 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.18796 |
|---|---|
| Minimum | 0 |
| Maximum | 60 |
| Zeros (%) | 95.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.99502 |
|---|---|
| Coef of variation | 5.2937 |
| Kurtosis | 331.7 |
| Mean | 0.18796 |
| MAD | 0.35754 |
| Skewness | 11.595 |
| Sum | 14289 |
| Variance | 0.99006 |
| Memory size | 593.9 KiB |
num_med_var22_ult3
Highly correlated
This variable is highly correlated with num_var22_ult3 and should be ignored for analysis
| Correlation | 0.9484 |
|---|
num_med_var45_ult3
Numeric
| Distinct count | 71 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 4.0247 |
|---|---|
| Minimum | 0 |
| Maximum | 267 |
| Zeros (%) | 67.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 3 |
| 95-th percentile | 21 |
| Maximum | 267 |
| Range | 267 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 10.93 |
|---|---|
| Coef of variation | 2.7158 |
| Kurtosis | 72.797 |
| Mean | 4.0247 |
| MAD | 5.6659 |
| Skewness | 6.614 |
| Sum | 305955 |
| Variance | 119.47 |
| Memory size | 593.9 KiB |
num_meses_var12_ult3
Highly correlated
This variable is highly correlated with num_var12 and should be ignored for analysis
| Correlation | 0.94489 |
|---|
num_meses_var13_corto_ult3
Highly correlated
This variable is highly correlated with num_var13_corto and should be ignored for analysis
| Correlation | 0.95625 |
|---|
num_meses_var13_largo_ult3
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.017403 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 99.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.21309 |
|---|---|
| Coef of variation | 12.244 |
| Kurtosis | 165.33 |
| Mean | 0.017403 |
| MAD | 0.034558 |
| Skewness | 12.744 |
| Sum | 1323 |
| Variance | 0.045409 |
| Memory size | 593.9 KiB |
num_meses_var13_medio_ult3
Highly correlated
This variable is highly correlated with num_var13_medio and should be ignored for analysis
| Correlation | 1 |
|---|
num_meses_var17_ult3
Highly correlated
This variable is highly correlated with ind_var17 and should be ignored for analysis
| Correlation | 0.90774 |
|---|
num_meses_var29_ult3
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.00010524 |
|---|---|
| Minimum | 0 |
| Maximum | 2 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.01357 |
|---|---|
| Coef of variation | 128.95 |
| Kurtosis | 19389 |
| Mean | 0.00010524 |
| MAD | 0.00021046 |
| Skewness | 136.84 |
| Sum | 8 |
| Variance | 0.00018415 |
| Memory size | 593.9 KiB |
num_meses_var33_ult3
Highly correlated
This variable is highly correlated with num_var33 and should be ignored for analysis
| Correlation | 0.9284 |
|---|
num_meses_var39_vig_ult3
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.5928 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 13.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.71965 |
|---|---|
| Coef of variation | 0.45182 |
| Kurtosis | 0.41504 |
| Mean | 1.5928 |
| MAD | 0.59706 |
| Skewness | -1.3663 |
| Sum | 121084 |
| Variance | 0.5179 |
| Memory size | 593.9 KiB |
num_meses_var44_ult3
Highly correlated
This variable is highly correlated with num_var44_0 and should be ignored for analysis
| Correlation | 0.93529 |
|---|
num_meses_var5_ult3
Highly correlated
This variable is highly correlated with num_var5 and should be ignored for analysis
| Correlation | 0.90327 |
|---|
num_meses_var8_ult3
Highly correlated
This variable is highly correlated with num_var8 and should be ignored for analysis
| Correlation | 0.91753 |
|---|
num_op_var39_comer_ult1
Highly correlated
This variable is highly correlated with num_op_var39_ult1 and should be ignored for analysis
| Correlation | 0.93172 |
|---|
num_op_var39_comer_ult3
Highly correlated
This variable is highly correlated with num_op_var39_comer_ult1 and should be ignored for analysis
| Correlation | 0.9177 |
|---|
num_op_var39_efect_ult1
Highly correlated
This variable is highly correlated with num_op_var41_efect_ult3 and should be ignored for analysis
| Correlation | 0.90216 |
|---|
num_op_var39_efect_ult3
Highly correlated
This variable is highly correlated with num_op_var39_efect_ult1 and should be ignored for analysis
| Correlation | 0.90325 |
|---|
num_op_var39_hace2
Highly correlated
This variable is highly correlated with num_op_var41_hace2 and should be ignored for analysis
| Correlation | 0.9926 |
|---|
num_op_var39_hace3
Highly correlated
This variable is highly correlated with num_op_var41_hace3 and should be ignored for analysis
| Correlation | 0.98912 |
|---|
num_op_var39_ult1
Highly correlated
This variable is highly correlated with num_op_var41_ult3 and should be ignored for analysis
| Correlation | 0.92252 |
|---|
num_op_var39_ult3
Highly correlated
This variable is highly correlated with num_op_var39_ult1 and should be ignored for analysis
| Correlation | 0.93546 |
|---|
num_op_var40_comer_ult1
Numeric
| Distinct count | 34 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.07498 |
|---|---|
| Minimum | 0 |
| Maximum | 210 |
| Zeros (%) | 99.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 210 |
| Range | 210 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.0894 |
|---|---|
| Coef of variation | 27.866 |
| Kurtosis | 4156.7 |
| Mean | 0.07498 |
| MAD | 0.14938 |
| Skewness | 55.374 |
| Sum | 5700 |
| Variance | 4.3656 |
| Memory size | 593.9 KiB |
num_op_var40_comer_ult3
Highly correlated
This variable is highly correlated with num_op_var40_comer_ult1 and should be ignored for analysis
| Correlation | 0.90001 |
|---|
num_op_var40_efect_ult1
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0024862 |
|---|---|
| Minimum | 0 |
| Maximum | 24 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.14717 |
|---|---|
| Coef of variation | 59.196 |
| Kurtosis | 13353 |
| Mean | 0.0024862 |
| MAD | 0.0049699 |
| Skewness | 101.23 |
| Sum | 189 |
| Variance | 0.021659 |
| Memory size | 593.9 KiB |
num_op_var40_efect_ult3
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0036701 |
|---|---|
| Minimum | 0 |
| Maximum | 24 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.20207 |
|---|---|
| Coef of variation | 55.058 |
| Kurtosis | 8395.1 |
| Mean | 0.0036701 |
| MAD | 0.0073358 |
| Skewness | 83.761 |
| Sum | 279 |
| Variance | 0.040832 |
| Memory size | 593.9 KiB |
num_op_var40_hace2
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.020245 |
|---|---|
| Minimum | 0 |
| Maximum | 117 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 117 |
| Range | 117 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.89762 |
|---|---|
| Coef of variation | 44.338 |
| Kurtosis | 7701.5 |
| Mean | 0.020245 |
| MAD | 0.040435 |
| Skewness | 78.209 |
| Sum | 1539 |
| Variance | 0.80572 |
| Memory size | 593.9 KiB |
num_op_var40_hace3
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.001026 |
|---|---|
| Minimum | 0 |
| Maximum | 48 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.18076 |
|---|---|
| Coef of variation | 176.17 |
| Kurtosis | 65517 |
| Mean | 0.001026 |
| MAD | 0.0020519 |
| Skewness | 249.06 |
| Sum | 78 |
| Variance | 0.032675 |
| Memory size | 593.9 KiB |
num_op_var40_ult1
Numeric
| Distinct count | 30 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.057024 |
|---|---|
| Minimum | 0 |
| Maximum | 234 |
| Zeros (%) | 99.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 234 |
| Range | 234 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.8274 |
|---|---|
| Coef of variation | 32.045 |
| Kurtosis | 6386.1 |
| Mean | 0.057024 |
| MAD | 0.11371 |
| Skewness | 67.99 |
| Sum | 4335 |
| Variance | 3.3393 |
| Memory size | 593.9 KiB |
num_op_var40_ult3
Highly correlated
This variable is highly correlated with num_op_var40_ult1 and should be ignored for analysis
| Correlation | 0.95596 |
|---|
num_op_var41_comer_ult1
Highly correlated
This variable is highly correlated with num_op_var39_comer_ult1 and should be ignored for analysis
| Correlation | 0.97352 |
|---|
num_op_var41_comer_ult3
Highly correlated
This variable is highly correlated with num_op_var41_comer_ult1 and should be ignored for analysis
| Correlation | 0.91944 |
|---|
num_op_var41_efect_ult1
Numeric
| Distinct count | 25 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.71942 |
|---|---|
| Minimum | 0 |
| Maximum | 90 |
| Zeros (%) | 91.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 90 |
| Range | 90 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.211 |
|---|---|
| Coef of variation | 4.4633 |
| Kurtosis | 82.689 |
| Mean | 0.71942 |
| MAD | 1.3123 |
| Skewness | 7.4853 |
| Sum | 54690 |
| Variance | 10.311 |
| Memory size | 593.9 KiB |
num_op_var41_efect_ult3
Highly correlated
This variable is highly correlated with num_op_var41_efect_ult1 and should be ignored for analysis
| Correlation | 0.90325 |
|---|
num_op_var41_hace2
Numeric
| Distinct count | 51 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.6011 |
|---|---|
| Minimum | 0 |
| Maximum | 249 |
| Zeros (%) | 89.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 9 |
| Maximum | 249 |
| Range | 249 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 7.322 |
|---|---|
| Coef of variation | 4.573 |
| Kurtosis | 106.96 |
| Mean | 1.6011 |
| MAD | 2.8509 |
| Skewness | 8.3375 |
| Sum | 121719 |
| Variance | 53.612 |
| Memory size | 593.9 KiB |
num_op_var41_hace3
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.093923 |
|---|---|
| Minimum | 0 |
| Maximum | 81 |
| Zeros (%) | 98.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 81 |
| Range | 81 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.2152 |
|---|---|
| Coef of variation | 12.938 |
| Kurtosis | 1002.7 |
| Mean | 0.093923 |
| MAD | 0.18543 |
| Skewness | 25.824 |
| Sum | 7140 |
| Variance | 1.4768 |
| Memory size | 593.9 KiB |
num_op_var41_ult1
Numeric
| Distinct count | 68 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 2.8588 |
|---|---|
| Minimum | 0 |
| Maximum | 468 |
| Zeros (%) | 84.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 18 |
| Maximum | 468 |
| Range | 468 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 10.886 |
|---|---|
| Coef of variation | 3.8079 |
| Kurtosis | 106.78 |
| Mean | 2.8588 |
| MAD | 4.8428 |
| Skewness | 7.4111 |
| Sum | 217329 |
| Variance | 118.51 |
| Memory size | 593.9 KiB |
num_op_var41_ult3
Highly correlated
This variable is highly correlated with num_op_var41_ult1 and should be ignored for analysis
| Correlation | 0.93425 |
|---|
num_reemb_var13_hace3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
num_reemb_var13_ult1
Highly correlated
This variable is highly correlated with delta_num_reemb_var13_1y3 and should be ignored for analysis
| Correlation | 1 |
|---|
num_reemb_var17_hace3
Highly correlated
This variable is highly correlated with imp_reemb_var17_hace3 and should be ignored for analysis
| Correlation | 1 |
|---|
num_reemb_var17_ult1
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0011839 |
|---|---|
| Minimum | 0 |
| Maximum | 21 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.098523 |
|---|---|
| Coef of variation | 83.219 |
| Kurtosis | 28604 |
| Mean | 0.0011839 |
| MAD | 0.0023672 |
| Skewness | 149.27 |
| Sum | 90 |
| Variance | 0.0097067 |
| Memory size | 593.9 KiB |
num_reemb_var33_hace3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
num_reemb_var33_ult1
Highly correlated
This variable is highly correlated with imp_reemb_var33_ult1 and should be ignored for analysis
| Correlation | 1 |
|---|
num_sal_var16_ult1
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0049329 |
|---|---|
| Minimum | 0 |
| Maximum | 15 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.15495 |
|---|---|
| Coef of variation | 31.411 |
| Kurtosis | 2496.4 |
| Mean | 0.0049329 |
| MAD | 0.0098534 |
| Skewness | 42.773 |
| Sum | 375 |
| Variance | 0.024009 |
| Memory size | 593.9 KiB |
num_trasp_var11_ult1
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.12068 |
|---|---|
| Minimum | 0 |
| Maximum | 93 |
| Zeros (%) | 97.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 93 |
| Range | 93 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.1721 |
|---|---|
| Coef of variation | 9.713 |
| Kurtosis | 970.12 |
| Mean | 0.12068 |
| MAD | 0.23616 |
| Skewness | 23.013 |
| Sum | 9174 |
| Variance | 1.3739 |
| Memory size | 593.9 KiB |
num_trasp_var17_in_hace3
Highly correlated
This variable is highly correlated with imp_trasp_var17_in_hace3 and should be ignored for analysis
| Correlation | 0.99975 |
|---|
num_trasp_var17_in_ult1
Highly correlated
This variable is highly correlated with delta_num_trasp_var17_in_1y3 and should be ignored for analysis
| Correlation | 1 |
|---|
num_trasp_var17_out_hace3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
num_trasp_var17_out_ult1
Highly correlated
This variable is highly correlated with delta_num_trasp_var17_out_1y3 and should be ignored for analysis
| Correlation | 1 |
|---|
num_trasp_var33_in_hace3
Highly correlated
This variable is highly correlated with imp_trasp_var33_in_hace3 and should be ignored for analysis
| Correlation | 0.96972 |
|---|
num_trasp_var33_in_ult1
Highly correlated
This variable is highly correlated with delta_num_trasp_var33_in_1y3 and should be ignored for analysis
| Correlation | 0.94868 |
|---|
num_trasp_var33_out_hace3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
num_trasp_var33_out_ult1
Highly correlated
This variable is highly correlated with imp_trasp_var33_out_ult1 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var1
Highly correlated
This variable is highly correlated with ind_var39 and should be ignored for analysis
| Correlation | 0.99304 |
|---|
num_var12
Highly correlated
This variable is highly correlated with ind_var24 and should be ignored for analysis
| Correlation | 0.90353 |
|---|
num_var12_0
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.21125 |
|---|---|
| Minimum | 0 |
| Maximum | 111 |
| Zeros (%) | 93.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 111 |
| Range | 111 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.89024 |
|---|---|
| Coef of variation | 4.2142 |
| Kurtosis | 3164.3 |
| Mean | 0.21125 |
| MAD | 0.39397 |
| Skewness | 28.073 |
| Sum | 16059 |
| Variance | 0.79252 |
| Memory size | 593.9 KiB |
num_var13
Highly correlated
This variable is highly correlated with num_var13_0 and should be ignored for analysis
| Correlation | 0.97792 |
|---|
num_var13_0
Highly correlated
This variable is highly correlated with ind_var13 and should be ignored for analysis
| Correlation | 0.94574 |
|---|
num_var13_corto
Highly correlated
This variable is highly correlated with num_var13_corto_0 and should be ignored for analysis
| Correlation | 0.97678 |
|---|
num_var13_corto_0
Highly correlated
This variable is highly correlated with ind_var13_corto and should be ignored for analysis
| Correlation | 0.97648 |
|---|
num_var13_largo
Highly correlated
This variable is highly correlated with num_var13_largo_0 and should be ignored for analysis
| Correlation | 0.97917 |
|---|
num_var13_largo_0
Highly correlated
This variable is highly correlated with ind_var13_largo and should be ignored for analysis
| Correlation | 0.90496 |
|---|
num_var13_medio
Highly correlated
This variable is highly correlated with num_var13_medio_0 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var13_medio_0
Highly correlated
This variable is highly correlated with ind_var13_medio and should be ignored for analysis
| Correlation | 1 |
|---|
num_var14
Highly correlated
This variable is highly correlated with ind_var14 and should be ignored for analysis
| Correlation | 0.98588 |
|---|
num_var14_0
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.072691 |
|---|---|
| Minimum | 0 |
| Maximum | 111 |
| Zeros (%) | 97.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 111 |
| Range | 111 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.61082 |
|---|---|
| Coef of variation | 8.4029 |
| Kurtosis | 14322 |
| Mean | 0.072691 |
| MAD | 0.14194 |
| Skewness | 81.541 |
| Sum | 5526 |
| Variance | 0.37309 |
| Memory size | 593.9 KiB |
num_var17
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0088792 |
|---|---|
| Minimum | 0 |
| Maximum | 27 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.28877 |
|---|---|
| Coef of variation | 32.522 |
| Kurtosis | 2729.1 |
| Mean | 0.0088792 |
| MAD | 0.017733 |
| Skewness | 46.416 |
| Sum | 675 |
| Variance | 0.083387 |
| Memory size | 593.9 KiB |
num_var17_0
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.011878 |
|---|---|
| Minimum | 0 |
| Maximum | 36 |
| Zeros (%) | 99.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 36 |
| Range | 36 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.36248 |
|---|---|
| Coef of variation | 30.516 |
| Kurtosis | 2988.8 |
| Mean | 0.011878 |
| MAD | 0.023714 |
| Skewness | 47.384 |
| Sum | 903 |
| Variance | 0.13139 |
| Memory size | 593.9 KiB |
num_var18
Highly correlated
This variable is highly correlated with num_var18_0 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var18_0
Highly correlated
This variable is highly correlated with ind_var18 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var1_0
Highly correlated
This variable is highly correlated with ind_var40_0 and should be ignored for analysis
| Correlation | 0.99711 |
|---|
num_var20
Highly correlated
This variable is highly correlated with ind_var20 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var20_0
Highly correlated
This variable is highly correlated with ind_var20_0 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var22_hace2
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.2987 |
|---|---|
| Minimum | 0 |
| Maximum | 123 |
| Zeros (%) | 79.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 9 |
| Maximum | 123 |
| Range | 123 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.4503 |
|---|---|
| Coef of variation | 2.6567 |
| Kurtosis | 61.782 |
| Mean | 1.2987 |
| MAD | 2.0685 |
| Skewness | 5.129 |
| Sum | 98727 |
| Variance | 11.904 |
| Memory size | 593.9 KiB |
num_var22_hace3
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.1849 |
|---|---|
| Minimum | 0 |
| Maximum | 108 |
| Zeros (%) | 81.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 9 |
| Maximum | 108 |
| Range | 108 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.2633 |
|---|---|
| Coef of variation | 2.7541 |
| Kurtosis | 38.824 |
| Mean | 1.1849 |
| MAD | 1.929 |
| Skewness | 4.5352 |
| Sum | 90075 |
| Variance | 10.649 |
| Memory size | 593.9 KiB |
num_var22_ult1
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.56066 |
|---|---|
| Minimum | 0 |
| Maximum | 96 |
| Zeros (%) | 89.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 96 |
| Range | 96 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.1044 |
|---|---|
| Coef of variation | 3.7535 |
| Kurtosis | 113.17 |
| Mean | 0.56066 |
| MAD | 1.0023 |
| Skewness | 7.2072 |
| Sum | 42621 |
| Variance | 4.4285 |
| Memory size | 593.9 KiB |
num_var22_ult3
Numeric
| Distinct count | 33 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 3.0442 |
|---|---|
| Minimum | 0 |
| Maximum | 234 |
| Zeros (%) | 65.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 3 |
| 95-th percentile | 15 |
| Maximum | 234 |
| Range | 234 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 6.2061 |
|---|---|
| Coef of variation | 2.0386 |
| Kurtosis | 50.331 |
| Mean | 3.0442 |
| MAD | 4.0115 |
| Skewness | 4.2099 |
| Sum | 231423 |
| Variance | 38.516 |
| Memory size | 593.9 KiB |
num_var24
Highly correlated
This variable is highly correlated with num_var24_0 and should be ignored for analysis
| Correlation | 0.94198 |
|---|
num_var24_0
Highly correlated
This variable is highly correlated with ind_var24 and should be ignored for analysis
| Correlation | 0.94148 |
|---|
num_var25
Highly correlated
This variable is highly correlated with num_var25_0 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var25_0
Highly correlated
This variable is highly correlated with num_var26 and should be ignored for analysis
| Correlation | 0.97499 |
|---|
num_var26
Highly correlated
This variable is highly correlated with num_var26_0 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var26_0
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.089384 |
|---|---|
| Minimum | 0 |
| Maximum | 33 |
| Zeros (%) | 97.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 33 |
| Range | 33 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.6286 |
|---|---|
| Coef of variation | 7.0325 |
| Kurtosis | 241.34 |
| Mean | 0.089384 |
| MAD | 0.17436 |
| Skewness | 11.081 |
| Sum | 6795 |
| Variance | 0.39513 |
| Memory size | 593.9 KiB |
num_var27
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
num_var27_0
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
num_var28
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
num_var28_0
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
num_var29
Highly correlated
This variable is highly correlated with num_var6 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var29_0
Highly correlated
This variable is highly correlated with num_var6_0 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var2_0_ult1
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
num_var2_ult1
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
num_var30
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 2.3829 |
|---|---|
| Minimum | 0 |
| Maximum | 33 |
| Zeros (%) | 26.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 3 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 33 |
| Range | 33 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.6428 |
|---|---|
| Coef of variation | 0.68941 |
| Kurtosis | 3.1718 |
| Mean | 2.3829 |
| MAD | 1.2732 |
| Skewness | 0.27377 |
| Sum | 181146 |
| Variance | 2.6987 |
| Memory size | 593.9 KiB |
num_var30_0
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 3.3719 |
|---|---|
| Minimum | 0 |
| Maximum | 114 |
| Zeros (%) | 0.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3 |
| Median | 3 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 114 |
| Range | 114 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.3367 |
|---|---|
| Coef of variation | 0.39641 |
| Kurtosis | 632.14 |
| Mean | 3.3719 |
| MAD | 0.69653 |
| Skewness | 10.585 |
| Sum | 256329 |
| Variance | 1.7866 |
| Memory size | 593.9 KiB |
num_var31
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.016062 |
|---|---|
| Minimum | 0 |
| Maximum | 27 |
| Zeros (%) | 99.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.33161 |
|---|---|
| Coef of variation | 20.646 |
| Kurtosis | 1659.6 |
| Mean | 0.016062 |
| MAD | 0.032005 |
| Skewness | 34.384 |
| Sum | 1221 |
| Variance | 0.10996 |
| Memory size | 593.9 KiB |
num_var31_0
Highly correlated
This variable is highly correlated with num_var17_0 and should be ignored for analysis
| Correlation | 0.91166 |
|---|
num_var32
Highly correlated
This variable is highly correlated with num_var32_0 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var32_0
Highly correlated
This variable is highly correlated with ind_var32 and should be ignored for analysis
| Correlation | 0.91981 |
|---|
num_var33
Highly correlated
This variable is highly correlated with num_var33_0 and should be ignored for analysis
| Correlation | 0.90493 |
|---|
num_var33_0
Highly correlated
This variable is highly correlated with ind_var33_0 and should be ignored for analysis
| Correlation | 0.92298 |
|---|
num_var34
Highly correlated
This variable is highly correlated with num_var34_0 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var34_0
Highly correlated
This variable is highly correlated with ind_var34 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var35
Highly correlated
This variable is highly correlated with num_var4 and should be ignored for analysis
| Correlation | 0.98313 |
|---|
num_var37
Highly correlated
This variable is highly correlated with num_var37_0 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var37_0
Highly correlated
This variable is highly correlated with num_var37_med_ult2 and should be ignored for analysis
| Correlation | 0.92619 |
|---|
num_var37_med_ult2
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.26354 |
|---|---|
| Minimum | 0 |
| Maximum | 105 |
| Zeros (%) | 95.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 105 |
| Range | 105 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.6503 |
|---|---|
| Coef of variation | 6.262 |
| Kurtosis | 508.02 |
| Mean | 0.26354 |
| MAD | 0.50233 |
| Skewness | 15.392 |
| Sum | 20034 |
| Variance | 2.7234 |
| Memory size | 593.9 KiB |
num_var39
Highly correlated
This variable is highly correlated with num_var40 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var39_0
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 2.7249 |
|---|---|
| Minimum | 0 |
| Maximum | 33 |
| Zeros (%) | 11.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| Median | 3 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 33 |
| Range | 33 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.1392 |
|---|---|
| Coef of variation | 0.41805 |
| Kurtosis | 12.62 |
| Mean | 2.7249 |
| MAD | 0.64987 |
| Skewness | -0.37831 |
| Sum | 207150 |
| Variance | 1.2977 |
| Memory size | 593.9 KiB |
num_var4
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.0794 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 25.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.90957 |
|---|---|
| Coef of variation | 0.84263 |
| Kurtosis | 1.7403 |
| Mean | 1.0794 |
| MAD | 0.6343 |
| Skewness | 1.045 |
| Sum | 82059 |
| Variance | 0.82731 |
| Memory size | 593.9 KiB |
num_var40
Highly correlated
This variable is highly correlated with num_var1 and should be ignored for analysis
| Correlation | 0.99304 |
|---|
num_var40_0
Highly correlated
This variable is highly correlated with num_var1_0 and should be ignored for analysis
| Correlation | 0.99769 |
|---|
num_var41
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
num_var41_0
Highly correlated
This variable is highly correlated with num_var39_0 and should be ignored for analysis
| Correlation | 0.95018 |
|---|
num_var42
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 2.218 |
|---|---|
| Minimum | 0 |
| Maximum | 18 |
| Zeros (%) | 28.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 3 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.4977 |
|---|---|
| Coef of variation | 0.67525 |
| Kurtosis | -0.011351 |
| Mean | 2.218 |
| MAD | 1.2784 |
| Skewness | -0.33993 |
| Sum | 168612 |
| Variance | 2.2431 |
| Memory size | 593.9 KiB |
num_var42_0
Highly correlated
This variable is highly correlated with num_var12_0 and should be ignored for analysis
| Correlation | 0.90809 |
|---|
num_var43_emit_ult1
Numeric
| Distinct count | 27 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.39282 |
|---|---|
| Minimum | 0 |
| Maximum | 180 |
| Zeros (%) | 93.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 180 |
| Range | 180 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.2159 |
|---|---|
| Coef of variation | 5.6409 |
| Kurtosis | 808.17 |
| Mean | 0.39282 |
| MAD | 0.73332 |
| Skewness | 18.094 |
| Sum | 29862 |
| Variance | 4.91 |
| Memory size | 593.9 KiB |
num_var43_recib_ult1
Numeric
| Distinct count | 38 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.815 |
|---|---|
| Minimum | 0 |
| Maximum | 264 |
| Zeros (%) | 87.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 264 |
| Range | 264 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.5577 |
|---|---|
| Coef of variation | 4.3652 |
| Kurtosis | 691.64 |
| Mean | 0.815 |
| MAD | 1.4192 |
| Skewness | 17.39 |
| Sum | 61956 |
| Variance | 12.657 |
| Memory size | 593.9 KiB |
num_var44
Highly correlated
This variable is highly correlated with num_var44_0 and should be ignored for analysis
| Correlation | 0.94717 |
|---|
num_var44_0
Highly correlated
This variable is highly correlated with ind_var44 and should be ignored for analysis
| Correlation | 0.94717 |
|---|
num_var45_hace2
Highly correlated
This variable is highly correlated with num_med_var45_ult3 and should be ignored for analysis
| Correlation | 0.90812 |
|---|
num_var45_hace3
Numeric
| Distinct count | 66 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 3.8944 |
|---|---|
| Minimum | 0 |
| Maximum | 339 |
| Zeros (%) | 66.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 3 |
| 95-th percentile | 21 |
| Maximum | 339 |
| Range | 339 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 10.417 |
|---|---|
| Coef of variation | 2.6748 |
| Kurtosis | 93.457 |
| Mean | 3.8944 |
| MAD | 5.4142 |
| Skewness | 6.8763 |
| Sum | 296052 |
| Variance | 108.51 |
| Memory size | 593.9 KiB |
num_var45_ult1
Numeric
| Distinct count | 94 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 4.3635 |
|---|---|
| Minimum | 0 |
| Maximum | 510 |
| Zeros (%) | 71.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 3 |
| 95-th percentile | 24 |
| Maximum | 510 |
| Range | 510 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 14.406 |
|---|---|
| Coef of variation | 3.3016 |
| Kurtosis | 132.22 |
| Mean | 4.3635 |
| MAD | 6.4946 |
| Skewness | 8.6431 |
| Sum | 331713 |
| Variance | 207.55 |
| Memory size | 593.9 KiB |
num_var45_ult3
Highly correlated
This variable is highly correlated with num_var45_hace2 and should be ignored for analysis
| Correlation | 0.90996 |
|---|
num_var46
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
num_var46_0
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
num_var5
Highly correlated
This variable is highly correlated with ind_var5 and should be ignored for analysis
| Correlation | 0.99371 |
|---|
num_var5_0
Highly correlated
This variable is highly correlated with ind_var5_0 and should be ignored for analysis
| Correlation | 0.92278 |
|---|
num_var6
Highly correlated
This variable is highly correlated with ind_var29 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var6_0
Highly correlated
This variable is highly correlated with ind_var29_0 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var7_emit_ult1
Highly correlated
This variable is highly correlated with ind_var7_emit_ult1 and should be ignored for analysis
| Correlation | 1 |
|---|
num_var7_recib_ult1
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0103 |
|---|---|
| Minimum | 0 |
| Maximum | 24 |
| Zeros (%) | 99.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.22878 |
|---|---|
| Coef of variation | 22.212 |
| Kurtosis | 2291.1 |
| Mean | 0.0103 |
| MAD | 0.020544 |
| Skewness | 36.793 |
| Sum | 783 |
| Variance | 0.052341 |
| Memory size | 593.9 KiB |
num_var8
Highly correlated
This variable is highly correlated with num_var8_0 and should be ignored for analysis
| Correlation | 0.9311 |
|---|
num_var8_0
Highly correlated
This variable is highly correlated with ind_var8 and should be ignored for analysis
| Correlation | 0.9311 |
|---|
num_venta_var44_hace3
Highly correlated
This variable is highly correlated with imp_venta_var44_hace3 and should be ignored for analysis
| Correlation | 0.90763 |
|---|
num_venta_var44_ult1
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0044199 |
|---|---|
| Minimum | 0 |
| Maximum | 39 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.26426 |
|---|---|
| Coef of variation | 59.788 |
| Kurtosis | 10554 |
| Mean | 0.0044199 |
| MAD | 0.0088347 |
| Skewness | 93.224 |
| Sum | 336 |
| Variance | 0.069831 |
| Memory size | 593.9 KiB |
saldo_medio_var12_hace2
Numeric
| Distinct count | 2834 |
|---|---|
| Unique (%) | 3.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 3997 |
|---|---|
| Minimum | 0 |
| Maximum | 3000500 |
| Zeros (%) | 96.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3000500 |
| Range | 3000500 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 37773 |
|---|---|
| Coef of variation | 9.4503 |
| Kurtosis | 1340.2 |
| Mean | 3997 |
| MAD | 7720.5 |
| Skewness | 26.357 |
| Sum | 303850000 |
| Variance | 1426800000 |
| Memory size | 593.9 KiB |
saldo_medio_var12_hace3
Numeric
| Distinct count | 1152 |
|---|---|
| Unique (%) | 1.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 613.53 |
|---|---|
| Minimum | 0 |
| Maximum | 668340 |
| Zeros (%) | 98.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 668340 |
| Range | 668340 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 9292.8 |
|---|---|
| Coef of variation | 15.146 |
| Kurtosis | 1204 |
| Mean | 613.53 |
| MAD | 1208.4 |
| Skewness | 28.711 |
| Sum | 46641000 |
| Variance | 86355000 |
| Memory size | 593.9 KiB |
saldo_medio_var12_ult1
Highly correlated
This variable is highly correlated with saldo_medio_var12_hace2 and should be ignored for analysis
| Correlation | 0.91687 |
|---|
saldo_medio_var12_ult3
Highly correlated
This variable is highly correlated with saldo_medio_var12_ult1 and should be ignored for analysis
| Correlation | 0.98594 |
|---|
saldo_medio_var13_corto_hace2
Numeric
| Distinct count | 1628 |
|---|---|
| Unique (%) | 2.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 3639.4 |
|---|---|
| Minimum | 0 |
| Maximum | 450000 |
| Zeros (%) | 96.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 450000 |
| Range | 450000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 26359 |
|---|---|
| Coef of variation | 7.2427 |
| Kurtosis | 122.02 |
| Mean | 3639.4 |
| MAD | 7005.3 |
| Skewness | 10.122 |
| Sum | 276670000 |
| Variance | 694810000 |
| Memory size | 593.9 KiB |
saldo_medio_var13_corto_hace3
Numeric
| Distinct count | 968 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 556.18 |
|---|---|
| Minimum | 0 |
| Maximum | 304840 |
| Zeros (%) | 98.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 304840 |
| Range | 304840 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 7182.6 |
|---|---|
| Coef of variation | 12.914 |
| Kurtosis | 563.9 |
| Mean | 556.18 |
| MAD | 1093 |
| Skewness | 20.953 |
| Sum | 42281000 |
| Variance | 51590000 |
| Memory size | 593.9 KiB |
saldo_medio_var13_corto_ult1
Highly correlated
This variable is highly correlated with saldo_medio_var13_corto_hace2 and should be ignored for analysis
| Correlation | 0.91928 |
|---|
saldo_medio_var13_corto_ult3
Highly correlated
This variable is highly correlated with saldo_medio_var13_corto_ult1 and should be ignored for analysis
| Correlation | 0.98837 |
|---|
saldo_medio_var13_largo_hace2
Numeric
| Distinct count | 295 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 771.23 |
|---|---|
| Minimum | 0 |
| Maximum | 840000 |
| Zeros (%) | 99.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 840000 |
| Range | 840000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 13082 |
|---|---|
| Coef of variation | 16.963 |
| Kurtosis | 824.63 |
| Mean | 771.23 |
| MAD | 1532.6 |
| Skewness | 25.083 |
| Sum | 58629000 |
| Variance | 171140000 |
| Memory size | 593.9 KiB |
saldo_medio_var13_largo_hace3
Numeric
| Distinct count | 264 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 162.17 |
|---|---|
| Minimum | 0 |
| Maximum | 534000 |
| Zeros (%) | 99.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 534000 |
| Range | 534000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 4698.9 |
|---|---|
| Coef of variation | 28.975 |
| Kurtosis | 3965.9 |
| Mean | 162.17 |
| MAD | 323.07 |
| Skewness | 53.563 |
| Sum | 12328000 |
| Variance | 22079000 |
| Memory size | 593.9 KiB |
saldo_medio_var13_largo_ult1
Highly correlated
This variable is highly correlated with saldo_medio_var13_largo_hace2 and should be ignored for analysis
| Correlation | 0.91773 |
|---|
saldo_medio_var13_largo_ult3
Highly correlated
This variable is highly correlated with saldo_medio_var13_largo_ult1 and should be ignored for analysis
| Correlation | 0.98706 |
|---|
saldo_medio_var13_medio_hace2
Highly correlated
This variable is highly correlated with num_meses_var13_medio_ult3 and should be ignored for analysis
| Correlation | 0.98717 |
|---|
saldo_medio_var13_medio_hace3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
saldo_medio_var13_medio_ult1
Highly correlated
This variable is highly correlated with saldo_medio_var13_medio_hace2 and should be ignored for analysis
| Correlation | 0.94487 |
|---|
saldo_medio_var13_medio_ult3
Highly correlated
This variable is highly correlated with saldo_medio_var13_medio_ult1 and should be ignored for analysis
| Correlation | 0.99701 |
|---|
saldo_medio_var17_hace2
Highly correlated
This variable is highly correlated with imp_aport_var17_hace3 and should be ignored for analysis
| Correlation | 0.99594 |
|---|
saldo_medio_var17_hace3
Highly correlated
This variable is highly correlated with saldo_medio_var17_hace2 and should be ignored for analysis
| Correlation | 0.99366 |
|---|
saldo_medio_var17_ult1
Highly correlated
This variable is highly correlated with saldo_medio_var17_hace3 and should be ignored for analysis
| Correlation | 0.97149 |
|---|
saldo_medio_var17_ult3
Highly correlated
This variable is highly correlated with saldo_medio_var17_ult1 and should be ignored for analysis
| Correlation | 0.9973 |
|---|
saldo_medio_var29_hace2
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.21307 |
|---|---|
| Minimum | 0 |
| Maximum | 10430 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 10430 |
| Range | 10430 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 41.82 |
|---|---|
| Coef of variation | 196.27 |
| Kurtosis | 53250 |
| Mean | 0.21307 |
| MAD | 0.42612 |
| Skewness | 224.55 |
| Sum | 16198 |
| Variance | 1748.9 |
| Memory size | 593.9 KiB |
saldo_medio_var29_hace3
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.00191 |
|---|---|
| Minimum | 0 |
| Maximum | 145.2 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 145.2 |
| Range | 145.2 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.52663 |
|---|---|
| Coef of variation | 275.72 |
| Kurtosis | 76020 |
| Mean | 0.00191 |
| MAD | 0.00382 |
| Skewness | 275.72 |
| Sum | 145.2 |
| Variance | 0.27734 |
| Memory size | 593.9 KiB |
saldo_medio_var29_ult1
Highly correlated
This variable is highly correlated with saldo_var29 and should be ignored for analysis
| Correlation | 0.94144 |
|---|
saldo_medio_var29_ult3
Highly correlated
This variable is highly correlated with saldo_medio_var29_ult1 and should be ignored for analysis
| Correlation | 0.95024 |
|---|
saldo_medio_var33_hace2
Numeric
| Distinct count | 43 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 7.9358 |
|---|---|
| Minimum | 0 |
| Maximum | 50004 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 50004 |
| Range | 50004 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 455.89 |
|---|---|
| Coef of variation | 57.447 |
| Kurtosis | 6274.6 |
| Mean | 7.9358 |
| MAD | 15.863 |
| Skewness | 74.059 |
| Sum | 603280 |
| Variance | 207830 |
| Memory size | 593.9 KiB |
saldo_medio_var33_hace3
Numeric
| Distinct count | 24 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.3651 |
|---|---|
| Minimum | 0 |
| Maximum | 20386 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 20386 |
| Range | 20386 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 113.96 |
|---|---|
| Coef of variation | 83.478 |
| Kurtosis | 17511 |
| Mean | 1.3651 |
| MAD | 2.7294 |
| Skewness | 120.88 |
| Sum | 103780 |
| Variance | 12987 |
| Memory size | 593.9 KiB |
saldo_medio_var33_ult1
Highly correlated
This variable is highly correlated with saldo_var33 and should be ignored for analysis
| Correlation | 0.99863 |
|---|
saldo_medio_var33_ult3
Highly correlated
This variable is highly correlated with saldo_medio_var33_ult1 and should be ignored for analysis
| Correlation | 0.99203 |
|---|
saldo_medio_var44_hace2
Numeric
| Distinct count | 99 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 31.505 |
|---|---|
| Minimum | 0 |
| Maximum | 438330 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 438330 |
| Range | 438330 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2013.1 |
|---|---|
| Coef of variation | 63.898 |
| Kurtosis | 30354 |
| Mean | 31.505 |
| MAD | 62.932 |
| Skewness | 151.92 |
| Sum | 2395000 |
| Variance | 4052700 |
| Memory size | 593.9 KiB |
saldo_medio_var44_hace3
Numeric
| Distinct count | 33 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.8586 |
|---|---|
| Minimum | 0 |
| Maximum | 24650 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 24650 |
| Range | 24650 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 147.79 |
|---|---|
| Coef of variation | 79.516 |
| Kurtosis | 16768 |
| Mean | 1.8586 |
| MAD | 3.7156 |
| Skewness | 120.07 |
| Sum | 141290 |
| Variance | 21841 |
| Memory size | 593.9 KiB |
saldo_medio_var44_ult1
Highly correlated
This variable is highly correlated with saldo_var44 and should be ignored for analysis
| Correlation | 0.91022 |
|---|
saldo_medio_var44_ult3
Highly correlated
This variable is highly correlated with saldo_medio_var44_ult1 and should be ignored for analysis
| Correlation | 0.96817 |
|---|
saldo_medio_var5_hace2
Numeric
| Distinct count | 14486 |
|---|---|
| Unique (%) | 19.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1579.1 |
|---|---|
| Minimum | -128.37 |
| Maximum | 812140 |
| Zeros (%) | 30.6% |
Quantile statistics
| Minimum | -128.37 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 3 |
| Q3 | 90 |
| 95-th percentile | 3842.3 |
| Maximum | 812140 |
| Range | 812270 |
| Interquartile range | 90 |
Descriptive statistics
| Standard deviation | 12148 |
|---|---|
| Coef of variation | 7.6931 |
| Kurtosis | 863.28 |
| Mean | 1579.1 |
| MAD | 2745.3 |
| Skewness | 22.401 |
| Sum | 120050000 |
| Variance | 147580000 |
| Memory size | 593.9 KiB |
saldo_medio_var5_hace3
Numeric
| Distinct count | 7787 |
|---|---|
| Unique (%) | 10.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 891.37 |
|---|---|
| Minimum | -8.04 |
| Maximum | 1542300 |
| Zeros (%) | 39.0% |
Quantile statistics
| Minimum | -8.04 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.99 |
| Q3 | 12.218 |
| 95-th percentile | 1069.6 |
| Maximum | 1542300 |
| Range | 1542300 |
| Interquartile range | 12.218 |
Descriptive statistics
| Standard deviation | 9888.6 |
|---|---|
| Coef of variation | 11.094 |
| Kurtosis | 9125.5 |
| Mean | 891.37 |
| MAD | 1639.6 |
| Skewness | 70.032 |
| Sum | 67762000 |
| Variance | 97784000 |
| Memory size | 593.9 KiB |
saldo_medio_var5_ult1
Numeric
| Distinct count | 14778 |
|---|---|
| Unique (%) | 19.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1077.3 |
|---|---|
| Minimum | -922.38 |
| Maximum | 601430 |
| Zeros (%) | 32.4% |
Quantile statistics
| Minimum | -922.38 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 3 |
| Q3 | 90 |
| 95-th percentile | 2850 |
| Maximum | 601430 |
| Range | 602350 |
| Interquartile range | 90 |
Descriptive statistics
| Standard deviation | 9614.9 |
|---|---|
| Coef of variation | 8.9254 |
| Kurtosis | 993.8 |
| Mean | 1077.3 |
| MAD | 1832 |
| Skewness | 25.975 |
| Sum | 81893000 |
| Variance | 92446000 |
| Memory size | 593.9 KiB |
saldo_medio_var5_ult3
Numeric
| Distinct count | 17330 |
|---|---|
| Unique (%) | 22.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1048.9 |
|---|---|
| Minimum | -476.07 |
| Maximum | 544370 |
| Zeros (%) | 32.4% |
Quantile statistics
| Minimum | -476.07 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2.73 |
| Q3 | 83.79 |
| 95-th percentile | 3119.6 |
| Maximum | 544370 |
| Range | 544840 |
| Interquartile range | 83.79 |
Descriptive statistics
| Standard deviation | 8189.9 |
|---|---|
| Coef of variation | 7.8085 |
| Kurtosis | 1153.3 |
| Mean | 1048.9 |
| MAD | 1777.4 |
| Skewness | 26.621 |
| Sum | 79734000 |
| Variance | 67075000 |
| Memory size | 593.9 KiB |
saldo_medio_var8_hace2
Numeric
| Distinct count | 1325 |
|---|---|
| Unique (%) | 1.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 68.275 |
|---|---|
| Minimum | -287.67 |
| Maximum | 231350 |
| Zeros (%) | 98.2% |
Quantile statistics
| Minimum | -287.67 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 231350 |
| Range | 231640 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1733.8 |
|---|---|
| Coef of variation | 25.395 |
| Kurtosis | 6661.6 |
| Mean | 68.275 |
| MAD | 134.29 |
| Skewness | 69.756 |
| Sum | 5190300 |
| Variance | 3006200 |
| Memory size | 593.9 KiB |
saldo_medio_var8_hace3
Numeric
| Distinct count | 439 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 9.5053 |
|---|---|
| Minimum | 0 |
| Maximum | 77586 |
| Zeros (%) | 99.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 77586 |
| Range | 77586 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 519.39 |
|---|---|
| Coef of variation | 54.642 |
| Kurtosis | 13596 |
| Mean | 9.5053 |
| MAD | 18.909 |
| Skewness | 106.21 |
| Sum | 722590 |
| Variance | 269770 |
| Memory size | 593.9 KiB |
saldo_medio_var8_ult1
Highly correlated
This variable is highly correlated with saldo_var8 and should be ignored for analysis
| Correlation | 0.92552 |
|---|
saldo_medio_var8_ult3
Highly correlated
This variable is highly correlated with saldo_medio_var8_ult1 and should be ignored for analysis
| Correlation | 0.94698 |
|---|
saldo_var1
Numeric
| Distinct count | 285 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 48.449 |
|---|---|
| Minimum | -0.9 |
| Maximum | 3000000 |
| Zeros (%) | 99.6% |
Quantile statistics
| Minimum | -0.9 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3000000 |
| Range | 3000000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 10937 |
|---|---|
| Coef of variation | 225.75 |
| Kurtosis | 74461 |
| Mean | 48.449 |
| MAD | 96.544 |
| Skewness | 271.72 |
| Sum | 3683100 |
| Variance | 119630000 |
| Memory size | 593.9 KiB |
saldo_var12
Numeric
| Distinct count | 3059 |
|---|---|
| Unique (%) | 4.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 6021.6 |
|---|---|
| Minimum | 0 |
| Maximum | 3008100 |
| Zeros (%) | 95.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3008100 |
| Range | 3008100 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 48145 |
|---|---|
| Coef of variation | 7.9953 |
| Kurtosis | 693.25 |
| Mean | 6021.6 |
| MAD | 11565 |
| Skewness | 19.165 |
| Sum | 457760000 |
| Variance | 2317900000 |
| Memory size | 593.9 KiB |
saldo_var13
Numeric
| Distinct count | 859 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 6487.9 |
|---|---|
| Minimum | 0 |
| Maximum | 1500000 |
| Zeros (%) | 94.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1500 |
| Maximum | 1500000 |
| Range | 1500000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 38417 |
|---|---|
| Coef of variation | 5.9212 |
| Kurtosis | 108.14 |
| Mean | 6487.9 |
| MAD | 12333 |
| Skewness | 8.6058 |
| Sum | 493210000 |
| Variance | 1475800000 |
| Memory size | 593.9 KiB |
saldo_var13_corto
Numeric
| Distinct count | 730 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 4993.8 |
|---|---|
| Minimum | 0 |
| Maximum | 450000 |
| Zeros (%) | 95.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 450000 |
| Range | 450000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 32619 |
|---|---|
| Coef of variation | 6.532 |
| Kurtosis | 84.245 |
| Mean | 4993.8 |
| MAD | 9584.3 |
| Skewness | 8.5585 |
| Sum | 379630000 |
| Variance | 1064000000 |
| Memory size | 593.9 KiB |
saldo_var13_largo
Numeric
| Distinct count | 229 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1493.7 |
|---|---|
| Minimum | 0 |
| Maximum | 1500000 |
| Zeros (%) | 99.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1500000 |
| Range | 1500000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 20016 |
|---|---|
| Coef of variation | 13.401 |
| Kurtosis | 829.95 |
| Mean | 1493.7 |
| MAD | 2957.5 |
| Skewness | 22.53 |
| Sum | 113550000 |
| Variance | 400660000 |
| Memory size | 593.9 KiB |
saldo_var13_medio
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.51302 |
|---|---|
| Minimum | 0 |
| Maximum | 30000 |
| Zeros (%) | 100.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 30000 |
| Range | 30000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 113.6 |
|---|---|
| Coef of variation | 221.43 |
| Kurtosis | 64502 |
| Mean | 0.51302 |
| MAD | 1.026 |
| Skewness | 248.82 |
| Sum | 39000 |
| Variance | 12904 |
| Memory size | 593.9 KiB |
saldo_var14
Numeric
| Distinct count | 345 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 69.096 |
|---|---|
| Minimum | 0 |
| Maximum | 450000 |
| Zeros (%) | 99.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 450000 |
| Range | 450000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2839.6 |
|---|---|
| Coef of variation | 41.097 |
| Kurtosis | 11751 |
| Mean | 69.096 |
| MAD | 137.58 |
| Skewness | 93.593 |
| Sum | 5252700 |
| Variance | 8063400 |
| Memory size | 593.9 KiB |
saldo_var17
Numeric
| Distinct count | 111 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 183.41 |
|---|---|
| Minimum | 0 |
| Maximum | 6119500 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6119500 |
| Range | 6119500 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 22698 |
|---|---|
| Coef of variation | 123.76 |
| Kurtosis | 69506 |
| Mean | 183.41 |
| MAD | 366.28 |
| Skewness | 258.44 |
| Sum | 13943000 |
| Variance | 515210000 |
| Memory size | 593.9 KiB |
saldo_var18
Highly correlated
This variable is highly correlated with saldo_var1 and should be ignored for analysis
| Correlation | 0.99986 |
|---|
saldo_var20
Numeric
| Distinct count | 176 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 27.399 |
|---|---|
| Minimum | 0 |
| Maximum | 455860 |
| Zeros (%) | 99.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 455860 |
| Range | 455860 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2477.8 |
|---|---|
| Coef of variation | 90.433 |
| Kurtosis | 28984 |
| Mean | 27.399 |
| MAD | 54.655 |
| Skewness | 163.86 |
| Sum | 2082900 |
| Variance | 6139500 |
| Memory size | 593.9 KiB |
saldo_var24
Highly correlated
This variable is highly correlated with saldo_var12 and should be ignored for analysis
| Correlation | 0.99693 |
|---|
saldo_var25
Highly correlated
This variable is highly correlated with saldo_var26 and should be ignored for analysis
| Correlation | 0.98523 |
|---|
saldo_var26
Numeric
| Distinct count | 1592 |
|---|---|
| Unique (%) | 2.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 76.082 |
|---|---|
| Minimum | 0 |
| Maximum | 69757 |
| Zeros (%) | 97.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 69757 |
| Range | 69757 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 739.78 |
|---|---|
| Coef of variation | 9.7235 |
| Kurtosis | 1945.4 |
| Mean | 76.082 |
| MAD | 148.42 |
| Skewness | 30.322 |
| Sum | 5783700 |
| Variance | 547270 |
| Memory size | 593.9 KiB |
saldo_var27
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
saldo_var28
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
saldo_var29
Highly correlated
This variable is highly correlated with saldo_var6 and should be ignored for analysis
| Correlation | 1 |
|---|
saldo_var2_ult1
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
saldo_var30
Numeric
| Distinct count | 16940 |
|---|---|
| Unique (%) | 22.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 13680 |
|---|---|
| Minimum | -4942.3 |
| Maximum | 3458100 |
| Zeros (%) | 26.7% |
Quantile statistics
| Minimum | -4942.3 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 3 |
| Q3 | 235.99 |
| 95-th percentile | 90000 |
| Maximum | 3458100 |
| Range | 3463000 |
| Interquartile range | 235.99 |
Descriptive statistics
| Standard deviation | 63014 |
|---|---|
| Coef of variation | 4.6064 |
| Kurtosis | 325.85 |
| Mean | 13680 |
| MAD | 24012 |
| Skewness | 11.884 |
| Sum | 1039900000 |
| Variance | 3970800000 |
| Memory size | 593.9 KiB |
saldo_var31
Highly correlated
This variable is highly correlated with saldo_var17 and should be ignored for analysis
| Correlation | 0.97402 |
|---|
saldo_var32
Numeric
| Distinct count | 75 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 3.3459 |
|---|---|
| Minimum | 0 |
| Maximum | 12211 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 12211 |
| Range | 12211 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 126.68 |
|---|---|
| Coef of variation | 37.861 |
| Kurtosis | 3205 |
| Mean | 3.3459 |
| MAD | 6.6847 |
| Skewness | 50.927 |
| Sum | 254360 |
| Variance | 16048 |
| Memory size | 593.9 KiB |
saldo_var33
Numeric
| Distinct count | 48 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 12.532 |
|---|---|
| Minimum | 0 |
| Maximum | 142080 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 142080 |
| Range | 142080 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 797.84 |
|---|---|
| Coef of variation | 63.662 |
| Kurtosis | 15289 |
| Mean | 12.532 |
| MAD | 25.049 |
| Skewness | 106.97 |
| Sum | 952710 |
| Variance | 636550 |
| Memory size | 593.9 KiB |
saldo_var34
Highly correlated
This variable is highly correlated with num_var34 and should be ignored for analysis
| Correlation | 0.92468 |
|---|
saldo_var37
Numeric
| Distinct count | 4041 |
|---|---|
| Unique (%) | 5.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 36.907 |
|---|---|
| Minimum | 0 |
| Maximum | 60000 |
| Zeros (%) | 93.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 75 |
| Maximum | 60000 |
| Range | 60000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 472.1 |
|---|---|
| Coef of variation | 12.792 |
| Kurtosis | 7097.3 |
| Mean | 36.907 |
| MAD | 69.246 |
| Skewness | 70.206 |
| Sum | 2805700 |
| Variance | 222880 |
| Memory size | 593.9 KiB |
saldo_var40
Numeric
| Distinct count | 282 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 4.3686 |
|---|---|
| Minimum | -0.9 |
| Maximum | 8192.6 |
| Zeros (%) | 99.6% |
Quantile statistics
| Minimum | -0.9 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8192.6 |
| Range | 8193.5 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 113.97 |
|---|---|
| Coef of variation | 26.088 |
| Kurtosis | 2208.6 |
| Mean | 4.3686 |
| MAD | 8.7048 |
| Skewness | 42.157 |
| Sum | 332100 |
| Variance | 12989 |
| Memory size | 593.9 KiB |
saldo_var41
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
saldo_var42
Highly correlated
This variable is highly correlated with saldo_var24 and should be ignored for analysis
| Correlation | 0.97527 |
|---|
saldo_var44
Numeric
| Distinct count | 129 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 96.353 |
|---|---|
| Minimum | 0 |
| Maximum | 740010 |
| Zeros (%) | 99.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 740010 |
| Range | 740010 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 5218.4 |
|---|---|
| Coef of variation | 54.16 |
| Kurtosis | 11651 |
| Mean | 96.353 |
| MAD | 192.39 |
| Skewness | 98.928 |
| Sum | 7324700 |
| Variance | 27232000 |
| Memory size | 593.9 KiB |
saldo_var46
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
saldo_var5
Numeric
| Distinct count | 11642 |
|---|---|
| Unique (%) | 15.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1028.5 |
|---|---|
| Minimum | -2895.7 |
| Maximum | 619330 |
| Zeros (%) | 33.6% |
Quantile statistics
| Minimum | -2895.7 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 3 |
| Q3 | 90 |
| 95-th percentile | 2826.5 |
| Maximum | 619330 |
| Range | 622220 |
| Interquartile range | 90 |
Descriptive statistics
| Standard deviation | 9852.1 |
|---|---|
| Coef of variation | 9.5794 |
| Kurtosis | 1030.2 |
| Mean | 1028.5 |
| MAD | 1760.4 |
| Skewness | 26.986 |
| Sum | 78184000 |
| Variance | 97065000 |
| Memory size | 593.9 KiB |
saldo_var6
Highly correlated
This variable is highly correlated with num_var29 and should be ignored for analysis
| Correlation | 0.97243 |
|---|
saldo_var8
Numeric
| Distinct count | 1989 |
|---|---|
| Unique (%) | 2.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 141.23 |
|---|---|
| Minimum | -4942.3 |
| Maximum | 240040 |
| Zeros (%) | 97.1% |
Quantile statistics
| Minimum | -4942.3 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 240040 |
| Range | 244990 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2515.7 |
|---|---|
| Coef of variation | 17.813 |
| Kurtosis | 3832.7 |
| Mean | 141.23 |
| MAD | 276.12 |
| Skewness | 53.51 |
| Sum | 10736000 |
| Variance | 6328500 |
| Memory size | 593.9 KiB |
var15
Numeric
| Distinct count | 100 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 33.213 |
|---|---|
| Minimum | 5 |
| Maximum | 105 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 23 |
| Median | 28 |
| Q3 | 40 |
| 95-th percentile | 60 |
| Maximum | 105 |
| Range | 100 |
| Interquartile range | 17 |
Descriptive statistics
| Standard deviation | 12.956 |
|---|---|
| Coef of variation | 0.3901 |
| Kurtosis | 2.5199 |
| Mean | 33.213 |
| MAD | 10.144 |
| Skewness | 1.5784 |
| Sum | 2524842 |
| Variance | 167.87 |
| Memory size | 593.9 KiB |
var21
Numeric
| Distinct count | 24 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 32.549 |
|---|---|
| Minimum | 0 |
| Maximum | 30000 |
| Zeros (%) | 98.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 30000 |
| Range | 30000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 393.83 |
|---|---|
| Coef of variation | 12.1 |
| Kurtosis | 753.67 |
| Mean | 32.549 |
| MAD | 64.355 |
| Skewness | 20.538 |
| Sum | 2474400 |
| Variance | 155110 |
| Memory size | 593.9 KiB |
var3
Numeric
| Distinct count | 208 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | -1523.2 |
|---|---|
| Minimum | -999999 |
| Maximum | 238 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | -999999 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 238 |
| Range | 1000237 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 39033 |
|---|---|
| Coef of variation | -25.626 |
| Kurtosis | 650.39 |
| Mean | -1523.2 |
| MAD | 3047.2 |
| Skewness | -25.542 |
| Sum | -115793609 |
| Variance | 1523600000 |
| Memory size | 593.9 KiB |
var36
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 40.449 |
|---|---|
| Minimum | 0 |
| Maximum | 99 |
| Zeros (%) | 0.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 99 |
| 95-th percentile | 99 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range | 97 |
Descriptive statistics
| Standard deviation | 47.363 |
|---|---|
| Coef of variation | 1.1709 |
| Kurtosis | -1.8169 |
| Mean | 40.449 |
| MAD | 46.311 |
| Skewness | 0.42688 |
| Sum | 3074939 |
| Variance | 2243.2 |
| Memory size | 593.9 KiB |
var38
Numeric
| Distinct count | 57736 |
|---|---|
| Unique (%) | 75.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 117240 |
|---|---|
| Minimum | 5163.8 |
| Maximum | 22035000 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5163.8 |
|---|---|
| 5-th percentile | 39256 |
| Q1 | 67871 |
| Median | 106410 |
| Q3 | 118760 |
| 95-th percentile | 242780 |
| Maximum | 22035000 |
| Range | 22030000 |
| Interquartile range | 50886 |
Descriptive statistics
| Standard deviation | 182660 |
|---|---|
| Coef of variation | 1.5581 |
| Kurtosis | 4219.9 |
| Mean | 117240 |
| MAD | 50064 |
| Skewness | 51.275 |
| Sum | 8912300000 |
| Variance | 33366000000 |
| Memory size | 593.9 KiB |
| ID | var3 | var15 | imp_ent_var16_ult1 | imp_op_var39_comer_ult1 | imp_op_var39_comer_ult3 | imp_op_var40_comer_ult1 | imp_op_var40_comer_ult3 | imp_op_var40_efect_ult1 | imp_op_var40_efect_ult3 | imp_op_var40_ult1 | imp_op_var41_comer_ult1 | imp_op_var41_comer_ult3 | imp_op_var41_efect_ult1 | imp_op_var41_efect_ult3 | imp_op_var41_ult1 | imp_op_var39_efect_ult1 | imp_op_var39_efect_ult3 | imp_op_var39_ult1 | imp_sal_var16_ult1 | ind_var1_0 | ind_var1 | ind_var2_0 | ind_var2 | ind_var5_0 | ind_var5 | ind_var6_0 | ind_var6 | ind_var8_0 | ind_var8 | ind_var12_0 | ind_var12 | ind_var13_0 | ind_var13_corto_0 | ind_var13_corto | ind_var13_largo_0 | ind_var13_largo | ind_var13_medio_0 | ind_var13_medio | ind_var13 | ind_var14_0 | ind_var14 | ind_var17_0 | ind_var17 | ind_var18_0 | ind_var18 | ind_var19 | ind_var20_0 | ind_var20 | ind_var24_0 | ind_var24 | ind_var25_cte | ind_var26_0 | ind_var26_cte | ind_var26 | ind_var25_0 | ind_var25 | ind_var27_0 | ind_var28_0 | ind_var28 | ind_var27 | ind_var29_0 | ind_var29 | ind_var30_0 | ind_var30 | ind_var31_0 | ind_var31 | ind_var32_cte | ind_var32_0 | ind_var32 | ind_var33_0 | ind_var33 | ind_var34_0 | ind_var34 | ind_var37_cte | ind_var37_0 | ind_var37 | ind_var39_0 | ind_var40_0 | ind_var40 | ind_var41_0 | ind_var41 | ind_var39 | ind_var44_0 | ind_var44 | ind_var46_0 | ind_var46 | num_var1_0 | num_var1 | num_var4 | num_var5_0 | num_var5 | num_var6_0 | num_var6 | num_var8_0 | num_var8 | num_var12_0 | num_var12 | num_var13_0 | num_var13_corto_0 | num_var13_corto | num_var13_largo_0 | num_var13_largo | num_var13_medio_0 | num_var13_medio | num_var13 | num_var14_0 | num_var14 | num_var17_0 | num_var17 | num_var18_0 | num_var18 | num_var20_0 | num_var20 | num_var24_0 | num_var24 | num_var26_0 | num_var26 | num_var25_0 | num_var25 | num_op_var40_hace2 | num_op_var40_hace3 | num_op_var40_ult1 | num_op_var40_ult3 | num_op_var41_hace2 | num_op_var41_hace3 | num_op_var41_ult1 | num_op_var41_ult3 | num_op_var39_hace2 | num_op_var39_hace3 | num_op_var39_ult1 | num_op_var39_ult3 | num_var27_0 | num_var28_0 | num_var28 | num_var27 | num_var29_0 | num_var29 | num_var30_0 | num_var30 | num_var31_0 | num_var31 | num_var32_0 | num_var32 | num_var33_0 | num_var33 | num_var34_0 | num_var34 | num_var35 | num_var37_med_ult2 | num_var37_0 | num_var37 | num_var39_0 | num_var40_0 | num_var40 | num_var41_0 | num_var41 | num_var39 | num_var42_0 | num_var42 | num_var44_0 | num_var44 | num_var46_0 | num_var46 | saldo_var1 | saldo_var5 | saldo_var6 | saldo_var8 | saldo_var12 | saldo_var13_corto | saldo_var13_largo | saldo_var13_medio | saldo_var13 | saldo_var14 | saldo_var17 | saldo_var18 | saldo_var20 | saldo_var24 | saldo_var26 | saldo_var25 | saldo_var28 | saldo_var27 | saldo_var29 | saldo_var30 | saldo_var31 | saldo_var32 | saldo_var33 | saldo_var34 | saldo_var37 | saldo_var40 | saldo_var41 | saldo_var42 | saldo_var44 | saldo_var46 | var36 | delta_imp_amort_var18_1y3 | delta_imp_amort_var34_1y3 | delta_imp_aport_var13_1y3 | delta_imp_aport_var17_1y3 | delta_imp_aport_var33_1y3 | delta_imp_compra_var44_1y3 | delta_imp_reemb_var13_1y3 | delta_imp_reemb_var17_1y3 | delta_imp_reemb_var33_1y3 | delta_imp_trasp_var17_in_1y3 | delta_imp_trasp_var17_out_1y3 | delta_imp_trasp_var33_in_1y3 | delta_imp_trasp_var33_out_1y3 | delta_imp_venta_var44_1y3 | delta_num_aport_var13_1y3 | delta_num_aport_var17_1y3 | delta_num_aport_var33_1y3 | delta_num_compra_var44_1y3 | delta_num_reemb_var13_1y3 | delta_num_reemb_var17_1y3 | delta_num_reemb_var33_1y3 | delta_num_trasp_var17_in_1y3 | delta_num_trasp_var17_out_1y3 | delta_num_trasp_var33_in_1y3 | delta_num_trasp_var33_out_1y3 | delta_num_venta_var44_1y3 | imp_amort_var18_hace3 | imp_amort_var18_ult1 | imp_amort_var34_hace3 | imp_amort_var34_ult1 | imp_aport_var13_hace3 | imp_aport_var13_ult1 | imp_aport_var17_hace3 | imp_aport_var17_ult1 | imp_aport_var33_hace3 | imp_aport_var33_ult1 | imp_var7_emit_ult1 | imp_var7_recib_ult1 | imp_compra_var44_hace3 | imp_compra_var44_ult1 | imp_reemb_var13_hace3 | imp_reemb_var13_ult1 | imp_reemb_var17_hace3 | imp_reemb_var17_ult1 | imp_reemb_var33_hace3 | imp_reemb_var33_ult1 | imp_var43_emit_ult1 | imp_trans_var37_ult1 | imp_trasp_var17_in_hace3 | imp_trasp_var17_in_ult1 | imp_trasp_var17_out_hace3 | imp_trasp_var17_out_ult1 | imp_trasp_var33_in_hace3 | imp_trasp_var33_in_ult1 | imp_trasp_var33_out_hace3 | imp_trasp_var33_out_ult1 | imp_venta_var44_hace3 | imp_venta_var44_ult1 | ind_var7_emit_ult1 | ind_var7_recib_ult1 | ind_var10_ult1 | ind_var10cte_ult1 | ind_var9_cte_ult1 | ind_var9_ult1 | ind_var43_emit_ult1 | ind_var43_recib_ult1 | var21 | num_var2_0_ult1 | num_var2_ult1 | num_aport_var13_hace3 | num_aport_var13_ult1 | num_aport_var17_hace3 | num_aport_var17_ult1 | num_aport_var33_hace3 | num_aport_var33_ult1 | num_var7_emit_ult1 | num_var7_recib_ult1 | num_compra_var44_hace3 | num_compra_var44_ult1 | num_ent_var16_ult1 | num_var22_hace2 | num_var22_hace3 | num_var22_ult1 | num_var22_ult3 | num_med_var22_ult3 | num_med_var45_ult3 | num_meses_var5_ult3 | num_meses_var8_ult3 | num_meses_var12_ult3 | num_meses_var13_corto_ult3 | num_meses_var13_largo_ult3 | num_meses_var13_medio_ult3 | num_meses_var17_ult3 | num_meses_var29_ult3 | num_meses_var33_ult3 | num_meses_var39_vig_ult3 | num_meses_var44_ult3 | num_op_var39_comer_ult1 | num_op_var39_comer_ult3 | num_op_var40_comer_ult1 | num_op_var40_comer_ult3 | num_op_var40_efect_ult1 | num_op_var40_efect_ult3 | num_op_var41_comer_ult1 | num_op_var41_comer_ult3 | num_op_var41_efect_ult1 | num_op_var41_efect_ult3 | num_op_var39_efect_ult1 | num_op_var39_efect_ult3 | num_reemb_var13_hace3 | num_reemb_var13_ult1 | num_reemb_var17_hace3 | num_reemb_var17_ult1 | num_reemb_var33_hace3 | num_reemb_var33_ult1 | num_sal_var16_ult1 | num_var43_emit_ult1 | num_var43_recib_ult1 | num_trasp_var11_ult1 | num_trasp_var17_in_hace3 | num_trasp_var17_in_ult1 | num_trasp_var17_out_hace3 | num_trasp_var17_out_ult1 | num_trasp_var33_in_hace3 | num_trasp_var33_in_ult1 | num_trasp_var33_out_hace3 | num_trasp_var33_out_ult1 | num_venta_var44_hace3 | num_venta_var44_ult1 | num_var45_hace2 | num_var45_hace3 | num_var45_ult1 | num_var45_ult3 | saldo_var2_ult1 | saldo_medio_var5_hace2 | saldo_medio_var5_hace3 | saldo_medio_var5_ult1 | saldo_medio_var5_ult3 | saldo_medio_var8_hace2 | saldo_medio_var8_hace3 | saldo_medio_var8_ult1 | saldo_medio_var8_ult3 | saldo_medio_var12_hace2 | saldo_medio_var12_hace3 | saldo_medio_var12_ult1 | saldo_medio_var12_ult3 | saldo_medio_var13_corto_hace2 | saldo_medio_var13_corto_hace3 | saldo_medio_var13_corto_ult1 | saldo_medio_var13_corto_ult3 | saldo_medio_var13_largo_hace2 | saldo_medio_var13_largo_hace3 | saldo_medio_var13_largo_ult1 | saldo_medio_var13_largo_ult3 | saldo_medio_var13_medio_hace2 | saldo_medio_var13_medio_hace3 | saldo_medio_var13_medio_ult1 | saldo_medio_var13_medio_ult3 | saldo_medio_var17_hace2 | saldo_medio_var17_hace3 | saldo_medio_var17_ult1 | saldo_medio_var17_ult3 | saldo_medio_var29_hace2 | saldo_medio_var29_hace3 | saldo_medio_var29_ult1 | saldo_medio_var29_ult3 | saldo_medio_var33_hace2 | saldo_medio_var33_hace3 | saldo_medio_var33_ult1 | saldo_medio_var33_ult3 | saldo_medio_var44_hace2 | saldo_medio_var44_hace3 | saldo_medio_var44_ult1 | saldo_medio_var44_ult3 | var38 | TARGET | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2 | 23 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 3 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0 | 0.00 | 0 | 0 | 99 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.00 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 39205.170000 | 0 |
| 1 | 3 | 2 | 34 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 3 | 0 | 0 | 3 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0 | 0 | 300 | 0 | 0 | 300 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 300.00 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0 | 0.00 | 0 | 0 | 3 | 0 | 0 | -1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | -1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 300 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 88.89 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.00 | 300 | 122.22 | 300 | 240.75 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 49278.030000 | 0 |
| 2 | 4 | 2 | 23 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 3 | 0 | 0 | 3 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 3.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3.00 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0 | 3.00 | 0 | 0 | 99 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3.00 | 0.18 | 3.00 | 2.07 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.00 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 67333.770000 | 0 |
| 3 | 8 | 2 | 37 | 0 | 195 | 195 | 0 | 0 | 0 | 0 | 0 | 195 | 195 | 0 | 0 | 195 | 0 | 0 | 195 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 9 | 0 | 0 | 9 | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 6 | 6 | 6 | 3 | 0 | 0 | 3 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 70.62 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 70.62 | 0 | 0 | 0 | 0 | 34.95 | 0 | 0 | 70.62 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 3 | 0 | 15 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 9 | 9 | 0 | 0 | 0 | 0 | 9 | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 27 | 3 | 18 | 48 | 0 | 186.09 | 0.00 | 91.56 | 138.84 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.00 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 64007.970000 | 0 |
| 4 | 10 | 2 | 39 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 3 | 0 | 0 | 3 | 0 | 0 | 6 | 3 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0 | 135003 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 135003 | 0 | 0 | 0 | 0 | 0 | 135003.00 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0 | 135003.00 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 135003 | 270003 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 6 | 9 | 3 | 0 | 3 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 6 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3.00 | 0.30 | 40501.08 | 13501.47 | 0 | 0 | 0 | 0 | 0 | 0 | 85501.89 | 85501.89 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 117310.979016 | 0 |